What makes a computing environment a cloud rather than ordinary hosted infrastructure?

It provides shared, configurable resources on demand with rapid provisioning and minimal provider interaction. A hosted server without those operating characteristics is not automatically a cloud.

What is the security significance of broad network access?

Services are reachable through standard network mechanisms from varied clients. That reach increases the need for strong identity, transport protection, and endpoint-aware access.

How do resource pooling and multi-tenancy differ?

Resource pooling dynamically assigns shared capacity; multi-tenancy lets multiple customers use that shared environment with logical isolation. Pooling is the allocation model, while multi-tenancy is the customer-sharing model.

What separates elasticity from scalability?

Elasticity adjusts capacity with demand; scalability is the ability to handle growth by adding or changing capacity. Elasticity stresses timely adjustment, often in both directions.

What does measured service provide?

Metered visibility into resource consumption. The measurements support billing, capacity decisions, anomaly detection, and accountability.

What does on-demand self-service let a cloud customer do?

Provision needed capabilities without waiting for a provider employee. Policy and quota controls can still constrain the request.

What does virtualization contribute to cloud computing?

It abstracts physical resources into isolated, assignable compute, storage, or network units. Orchestration turns those units into an on-demand service.

What remains the cloud customer's responsibility in every service category?

Governing its identities, data, configuration choices, and lawful use. The exact technical boundary changes, but accountability does not vanish when infrastructure is outsourced.

What does a cloud service broker add?

Intermediation, aggregation, or management across cloud services. A broker may compare, combine, or govern services without owning their underlying infrastructure.

What is a regulator's cloud-security role?

Set or enforce legal and regulatory obligations that apply to the service and its data. The customer must map those duties into provider selection, controls, and evidence.

What is the cloud service provider's core responsibility?

Deliver the contracted cloud capabilities and secure the layers assigned to it. The service model and contract define the boundary.

What is orchestration in a cloud environment?

Coordinated automation of provisioning, configuration, scaling, and lifecycle actions across resources. It applies policy consistently across many components.

What capability does SaaS give the customer?

Use of a provider-run application. The customer mainly manages users, data, and allowed configuration rather than the platform beneath it.

Which four deployment models does NIST SP 800-145 define?

Public, private, community, and hybrid cloud. Multi-cloud describes using more than one cloud provider or service environment; it is distinct from NIST's canonical four-model taxonomy.

How do portability and interoperability differ?

Portability moves a workload or data between environments; interoperability lets different environments exchange and use information or services. One reduces switching friction, while the other supports cooperation.

What does a cloud service partner do?

Supports or enhances cloud service delivery, use, or assurance. Examples include auditors, integrators, and developers acting beside the customer and provider.

Who controls user entitlements inside a SaaS tenant?

The customer organization. The provider supplies the application and access mechanisms, but the customer decides which of its users need which privileges.

When is hybrid cloud a better description than multi-cloud?

When the architecture deliberately combines distinct private and public environments. Multi-cloud focuses on using multiple cloud services or providers and may contain no private cloud.

What problem does confidential computing address?

Protection of data while it is being processed. Hardware-backed trusted execution environments reduce exposure to the host or platform layer, but do not replace application controls.

When does blockchain add useful assurance to a cloud workflow?

When multiple parties need a shared, tamper-evident record without relying on one writer. It does not make source data true, private, lawful, or immune to key and smart-contract failures.

When does edge computing improve resilience but complicate security?

When local processing reduces central latency or dependency while distributing data, software, and physical exposure. The decision needs remote attestation, patching, inventory, and failure handling.

What does reversibility require in a cloud design?

A practical way to exit or change providers while recovering data, configurations, dependencies, and needed evidence. A theoretical export button is not enough if the result cannot be used elsewhere.

What is the first security question before connecting IoT devices to a cloud service?

Can each device be uniquely identified, updated, constrained, and monitored throughout its lifecycle? Cheap connectivity does not offset unmanaged device risk.

What capability does PaaS give the customer?

Deployment of customer applications onto a provider-managed platform. The provider runs the underlying infrastructure and runtime, while the customer secures code, data, and configuration.

What is a practical cloud decision for quantum-related cryptographic risk today?

Inventory cryptographic dependencies and design for algorithm agility. Replace algorithms according to authoritative migration guidance rather than adopting unreviewed schemes.

Which SLA measure is useful only when paired with a clear measurement method and remedy?

Any availability or performance target. Define the service boundary, observation window, exclusions, data source, notification, and remedy before treating the number as assurance.

How should a team use a Well-Architected pattern, SANS security principles, or CSA enterprise architecture?

As structured design input mapped to the workload's risks, responsibilities, and evidence. A named framework guides decisions but does not prove that the resulting architecture is secure.

What does a FIPS 140 validation establish?

That a named cryptographic module was validated against the stated standard and boundary. It does not prove the surrounding application uses the module safely.

Who normally patches the managed runtime in PaaS?

The cloud provider. The customer still owns secure application code, dependencies it supplies, data, identities, and configuration.

Who should approve a cloud data classification?

The accountable data owner. Security and privacy teams advise, while custodians implement the handling controls.

What should the cloud architect own in secure design?

The documented trust boundaries, security requirements, resilience choices, and responsibility mapping. Operations and product teams then implement and test those decisions.

What does DevSecOps change about security ownership?

It makes security a shared, automated part of delivery rather than a final external gate. Product teams still need independent challenge for high-risk decisions.

Which controls reduce container escape impact?

Hardened runtimes, minimal privileges, trusted images, isolation boundaries, and prompt patching. Treat a container as a process boundary, not automatically as a security boundary equal to a separate host.

Who should own a cloud service's business recovery requirements?

The business or service owner. Technical teams translate the owner's impact tolerance into RTO, RPO, architecture, and tests.

What capability does IaaS give the customer?

Provisioning of fundamental compute, storage, and network resources. The customer usually controls operating systems, workloads, and many network settings.

Which key-management design limits a cloud provider compromise from exposing customer data?

Separate data from independently controlled encryption keys where the threat model requires it. Access policy, rotation, backup, and recovery for those keys matter as much as their location.

What is the safer identity pattern for a cloud workload?

A short-lived, narrowly scoped workload identity. It avoids embedded long-lived credentials and supports rotation and traceability.

When can cryptographic erase sanitize cloud data?

When destroying the correct encryption key makes all protected copies computationally unreadable and the encryption implementation is trustworthy. Key copies, snapshots, and replicas must be in scope.

What is the first network control for limiting east-west movement between cloud workloads?

Explicit segmentation with deny-by-default rules. Identity-aware policy and traffic telemetry strengthen the boundary; geofencing can add a location condition but cannot replace it.

Who normally patches a guest operating system in IaaS?

The cloud customer. The provider secures the underlying facilities and virtualization layer, while the customer manages the guest unless a separate managed service changes that boundary.

What is the most important permission control for a serverless function?

A dedicated least-privilege execution identity. Also restrict triggers, secrets, outbound access, and runtime duration; ephemeral execution does not erase external logs, queues, or data.

How does immutable infrastructure reduce configuration drift?

Replace changed instances from a controlled image instead of repairing them in place. The image pipeline, secrets, and state stores still need protection.

What turns a security baseline into an operating control?

Automated assessment plus timely remediation of deviations. A baseline document alone does not prevent drift.

What control keeps protection aligned as cloud data moves through its lifecycle?

Lifecycle-aware policy tied to classification and ownership. Access, encryption, retention, monitoring, and disposal should change with the data's state and purpose.

What makes a cloud recovery plan credible?

Regular restore, failover, dependency, and failback tests against business targets. A provider's availability claim does not prove the customer's service can recover.

What evidence should be checked first when evaluating a cloud provider?

Evidence mapped to the organization's own requirements and risk criteria. Certifications help only when their scope, period, system, and exceptions cover the intended service.

What should drive a cloud BC/DR design before products are selected?

A business impact analysis. It identifies critical services, dependencies, impact over time, and acceptable recovery targets.

Who is accountable for approving an AI model's intended cloud use?

The designated AI or business system owner. Model builders provide evidence, while risk, security, privacy, and legal roles challenge the use against policy.

What should be tested before accepting a provider's portability claim?

Export the data and configuration, rebuild elsewhere, and measure missing features, time, cost, and dependencies. Contract wording alone cannot prove reversibility.

What control most directly reduces hypervisor compromise risk for a customer?

Use a provider with strong isolation assurance, rapid patching, and evidence for the virtualization layer. The customer cannot harden a provider-managed hypervisor directly.

How should CBA and ROI inform a cloud recovery design after the BIA?

CBA compares each option's lifecycle cost with expected benefit; ROI expresses the expected return relative to investment. Neither overrides mandatory duties or the BIA's approved impact tolerance.

CCSP 2026 Flashcards: August Exam Outline Review

A 340-card, six-domain review for the CCSP outline effective August 1, 2026, including cloud AI/ML, dataset, model, and LLM application security.

من إعداد Flashcards Open Source App

حول هذه الرزمة

This 340-card deck reviews all six domains in the English CCSP exam outline effective August 1, 2026: Cloud Concepts, Architecture and Design; Cloud Data Security; Cloud Platform and Infrastructure Security; Cloud Application Security; Cloud Security Operations; and Legal, Risk and Compliance.

What you'll retrieve

Separate cloud service, deployment, architecture, data, identity, assurance, operations, risk, privacy, audit, and contract concepts that are easy to confuse.
Map customer, provider, security, data, privacy, audit, incident, and vendor roles to their primary responsibility boundary.
Choose a practical control for a short cloud scenario, then state the risk or failure mode it chiefly addresses.
Make focused architecture, lifecycle, recovery, testing, monitoring, service-management, and outsourcing decisions from stated requirements, including service-level management, availability management, Quality Assurance, audit planning, and provider-risk assessment.
Recognize revised AI and ML concerns across cloud threat detection, dataset and model privacy, data and model poisoning, provenance, model inversion and extraction, human oversight, and LLM application risks.

Selected reverse and contrast prompts are included where they improve retrieval, such as elasticity versus scalability, portability versus interoperability, RTO versus RPO, hashing versus encryption, controller versus processor, IDS versus IPS, and incident versus problem management. The deck does not mechanically reverse every fact.

Exam-format multiple choice, memorized answer patterns, dumps, vendor-console trivia, copied course wording, and legal advice are excluded. The cards do not reproduce real or simulated ISC2 exam items. They also stay outside deep cryptographic mathematics, product-specific implementation recipes, and specialist AI research that does not change a cloud-security control decision.

The order is deliberate. Each domain advances through short, coherent topic tracks from prerequisite concepts and responsibility boundaries to controls and applied decisions. The final 340-card sequence was reviewed as one topic-progressive order, with identified forward, reverse, near-duplicate, and answer-cue variants deliberately separated to reduce short-range cueing. Its topic tracks are interleaved so the sequence does not become a concept run followed by role, control, and decision runs. Domain 1 establishes cloud characteristics, actors, service and deployment models, secure design, provider evidence, and AI governance. Domain 2 follows data through flows, storage, protection, discovery, classification, rights, retention, evidence, and dataset or model risk. Domains 3 and 4 apply those foundations to infrastructure, resilience, secure development, software supply chains, APIs, LLM applications, and IAM. Domains 5 and 6 close with secure operations, monitoring, incident response, forensics, law, privacy, audit, enterprise risk, and contracts.

Reviewed for the CCSP outline effective August 1, 2026. Coverage was bounded by the official English exam outline PDF, the ISC2 outline page, and ISC2's June 2026 revision notice. NIST and OWASP primary publications were used to check standard control and AI/application-security distinctions.

Every prompt, answer, explanation, sequence choice, and metadata field was independently written from common cloud-security knowledge. The CC0 label applies to that original expression, organization, metadata, and generated cover to the extent applicable rights exist; it does not claim ownership of facts, standards, certification marks, or third-party material.

This is an independently authored, unofficial educational deck by Flashcards Open Source App. It is not affiliated with, sponsored by, or endorsed by ISC2. CCSP is a registered certification mark of ISC2. No ISC2 exam questions, answer keys, course text, outline prose, logos, badges, or trade dress were copied.

بطاقات هذه الرزمة

البطاقة ١
السؤال
What makes a computing environment a cloud rather than ordinary hosted infrastructure?
الإجابة
It provides shared, configurable resources on demand with rapid provisioning and minimal provider interaction. A hosted server without those operating characteristics is not automatically a cloud.
البطاقة ٢
السؤال
What is the security significance of broad network access?
الإجابة
Services are reachable through standard network mechanisms from varied clients. That reach increases the need for strong identity, transport protection, and endpoint-aware access.
البطاقة ٣
السؤال
How do resource pooling and multi-tenancy differ?
الإجابة
Resource pooling dynamically assigns shared capacity; multi-tenancy lets multiple customers use that shared environment with logical isolation. Pooling is the allocation model, while multi-tenancy is the customer-sharing model.
البطاقة ٤
السؤال
What separates elasticity from scalability?
الإجابة
Elasticity adjusts capacity with demand; scalability is the ability to handle growth by adding or changing capacity. Elasticity stresses timely adjustment, often in both directions.
البطاقة ٥
السؤال
What does measured service provide?
الإجابة
Metered visibility into resource consumption. The measurements support billing, capacity decisions, anomaly detection, and accountability.
البطاقة ٦
السؤال
What does on-demand self-service let a cloud customer do?
الإجابة
Provision needed capabilities without waiting for a provider employee. Policy and quota controls can still constrain the request.
البطاقة ٧
السؤال
What does virtualization contribute to cloud computing?
الإجابة
It abstracts physical resources into isolated, assignable compute, storage, or network units. Orchestration turns those units into an on-demand service.
البطاقة ٨
السؤال
What remains the cloud customer's responsibility in every service category?
الإجابة
Governing its identities, data, configuration choices, and lawful use. The exact technical boundary changes, but accountability does not vanish when infrastructure is outsourced.
البطاقة ٩
السؤال
What does a cloud service broker add?
الإجابة
Intermediation, aggregation, or management across cloud services. A broker may compare, combine, or govern services without owning their underlying infrastructure.
البطاقة ١٠
السؤال
What is a regulator's cloud-security role?
الإجابة
Set or enforce legal and regulatory obligations that apply to the service and its data. The customer must map those duties into provider selection, controls, and evidence.
البطاقة ١١
السؤال
What is the cloud service provider's core responsibility?
الإجابة
Deliver the contracted cloud capabilities and secure the layers assigned to it. The service model and contract define the boundary.
البطاقة ١٢
السؤال
What is orchestration in a cloud environment?
الإجابة
Coordinated automation of provisioning, configuration, scaling, and lifecycle actions across resources. It applies policy consistently across many components.
البطاقة ١٣
السؤال
What capability does SaaS give the customer?
الإجابة
Use of a provider-run application. The customer mainly manages users, data, and allowed configuration rather than the platform beneath it.
البطاقة ١٤
السؤال
Which four deployment models does NIST SP 800-145 define?
الإجابة
Public, private, community, and hybrid cloud. Multi-cloud describes using more than one cloud provider or service environment; it is distinct from NIST's canonical four-model taxonomy.
البطاقة ١٥
السؤال
How do portability and interoperability differ?
الإجابة
Portability moves a workload or data between environments; interoperability lets different environments exchange and use information or services. One reduces switching friction, while the other supports cooperation.
البطاقة ١٦
السؤال
What does a cloud service partner do?
الإجابة
Supports or enhances cloud service delivery, use, or assurance. Examples include auditors, integrators, and developers acting beside the customer and provider.
البطاقة ١٧
السؤال
Who controls user entitlements inside a SaaS tenant?
الإجابة
The customer organization. The provider supplies the application and access mechanisms, but the customer decides which of its users need which privileges.
البطاقة ١٨
السؤال
When is hybrid cloud a better description than multi-cloud?
الإجابة
When the architecture deliberately combines distinct private and public environments. Multi-cloud focuses on using multiple cloud services or providers and may contain no private cloud.
البطاقة ١٩
السؤال
What problem does confidential computing address?
الإجابة
Protection of data while it is being processed. Hardware-backed trusted execution environments reduce exposure to the host or platform layer, but do not replace application controls.
البطاقة ٢٠
السؤال
When does blockchain add useful assurance to a cloud workflow?
الإجابة
When multiple parties need a shared, tamper-evident record without relying on one writer. It does not make source data true, private, lawful, or immune to key and smart-contract failures.
البطاقة ٢١
السؤال
When does edge computing improve resilience but complicate security?
الإجابة
When local processing reduces central latency or dependency while distributing data, software, and physical exposure. The decision needs remote attestation, patching, inventory, and failure handling.
البطاقة ٢٢
السؤال
What does reversibility require in a cloud design?
الإجابة
A practical way to exit or change providers while recovering data, configurations, dependencies, and needed evidence. A theoretical export button is not enough if the result cannot be used elsewhere.
البطاقة ٢٣
السؤال
What is the first security question before connecting IoT devices to a cloud service?
الإجابة
Can each device be uniquely identified, updated, constrained, and monitored throughout its lifecycle? Cheap connectivity does not offset unmanaged device risk.
البطاقة ٢٤
السؤال
What capability does PaaS give the customer?
الإجابة
Deployment of customer applications onto a provider-managed platform. The provider runs the underlying infrastructure and runtime, while the customer secures code, data, and configuration.
البطاقة ٢٥
السؤال
What is a practical cloud decision for quantum-related cryptographic risk today?
الإجابة
Inventory cryptographic dependencies and design for algorithm agility. Replace algorithms according to authoritative migration guidance rather than adopting unreviewed schemes.
البطاقة ٢٦
السؤال
Which SLA measure is useful only when paired with a clear measurement method and remedy?
الإجابة
Any availability or performance target. Define the service boundary, observation window, exclusions, data source, notification, and remedy before treating the number as assurance.
البطاقة ٢٧
السؤال
How should a team use a Well-Architected pattern, SANS security principles, or CSA enterprise architecture?
الإجابة
As structured design input mapped to the workload's risks, responsibilities, and evidence. A named framework guides decisions but does not prove that the resulting architecture is secure.
البطاقة ٢٨
السؤال
What does a FIPS 140 validation establish?
الإجابة
That a named cryptographic module was validated against the stated standard and boundary. It does not prove the surrounding application uses the module safely.
البطاقة ٢٩
السؤال
Who normally patches the managed runtime in PaaS?
الإجابة
The cloud provider. The customer still owns secure application code, dependencies it supplies, data, identities, and configuration.
البطاقة ٣٠
السؤال
Who should approve a cloud data classification?
الإجابة
The accountable data owner. Security and privacy teams advise, while custodians implement the handling controls.
البطاقة ٣١
السؤال
What should the cloud architect own in secure design?
الإجابة
The documented trust boundaries, security requirements, resilience choices, and responsibility mapping. Operations and product teams then implement and test those decisions.
البطاقة ٣٢
السؤال
What does DevSecOps change about security ownership?
الإجابة
It makes security a shared, automated part of delivery rather than a final external gate. Product teams still need independent challenge for high-risk decisions.
البطاقة ٣٣
السؤال
Which controls reduce container escape impact?
الإجابة
Hardened runtimes, minimal privileges, trusted images, isolation boundaries, and prompt patching. Treat a container as a process boundary, not automatically as a security boundary equal to a separate host.
البطاقة ٣٤
السؤال
Who should own a cloud service's business recovery requirements?
الإجابة
The business or service owner. Technical teams translate the owner's impact tolerance into RTO, RPO, architecture, and tests.
البطاقة ٣٥
السؤال
What capability does IaaS give the customer?
الإجابة
Provisioning of fundamental compute, storage, and network resources. The customer usually controls operating systems, workloads, and many network settings.
البطاقة ٣٦
السؤال
Which key-management design limits a cloud provider compromise from exposing customer data?
الإجابة
Separate data from independently controlled encryption keys where the threat model requires it. Access policy, rotation, backup, and recovery for those keys matter as much as their location.
البطاقة ٣٧
السؤال
What is the safer identity pattern for a cloud workload?
الإجابة
A short-lived, narrowly scoped workload identity. It avoids embedded long-lived credentials and supports rotation and traceability.
البطاقة ٣٨
السؤال
When can cryptographic erase sanitize cloud data?
الإجابة
When destroying the correct encryption key makes all protected copies computationally unreadable and the encryption implementation is trustworthy. Key copies, snapshots, and replicas must be in scope.
البطاقة ٣٩
السؤال
What is the first network control for limiting east-west movement between cloud workloads?
الإجابة
Explicit segmentation with deny-by-default rules. Identity-aware policy and traffic telemetry strengthen the boundary; geofencing can add a location condition but cannot replace it.
البطاقة ٤٠
السؤال
Who normally patches a guest operating system in IaaS?
الإجابة
The cloud customer. The provider secures the underlying facilities and virtualization layer, while the customer manages the guest unless a separate managed service changes that boundary.
البطاقة ٤١
السؤال
What is the most important permission control for a serverless function?
الإجابة
A dedicated least-privilege execution identity. Also restrict triggers, secrets, outbound access, and runtime duration; ephemeral execution does not erase external logs, queues, or data.
البطاقة ٤٢
السؤال
How does immutable infrastructure reduce configuration drift?
الإجابة
Replace changed instances from a controlled image instead of repairing them in place. The image pipeline, secrets, and state stores still need protection.
البطاقة ٤٣
السؤال
What turns a security baseline into an operating control?
الإجابة
Automated assessment plus timely remediation of deviations. A baseline document alone does not prevent drift.
البطاقة ٤٤
السؤال
What control keeps protection aligned as cloud data moves through its lifecycle?
الإجابة
Lifecycle-aware policy tied to classification and ownership. Access, encryption, retention, monitoring, and disposal should change with the data's state and purpose.
البطاقة ٤٥
السؤال
What makes a cloud recovery plan credible?
الإجابة
Regular restore, failover, dependency, and failback tests against business targets. A provider's availability claim does not prove the customer's service can recover.
البطاقة ٤٦
السؤال
What evidence should be checked first when evaluating a cloud provider?
الإجابة
Evidence mapped to the organization's own requirements and risk criteria. Certifications help only when their scope, period, system, and exceptions cover the intended service.
البطاقة ٤٧
السؤال
What should drive a cloud BC/DR design before products are selected?
الإجابة
A business impact analysis. It identifies critical services, dependencies, impact over time, and acceptable recovery targets.
البطاقة ٤٨
السؤال
Who is accountable for approving an AI model's intended cloud use?
الإجابة
The designated AI or business system owner. Model builders provide evidence, while risk, security, privacy, and legal roles challenge the use against policy.
البطاقة ٤٩
السؤال
What should be tested before accepting a provider's portability claim?
الإجابة
Export the data and configuration, rebuild elsewhere, and measure missing features, time, cost, and dependencies. Contract wording alone cannot prove reversibility.
البطاقة ٥٠
السؤال
What control most directly reduces hypervisor compromise risk for a customer?
الإجابة
Use a provider with strong isolation assurance, rapid patching, and evidence for the virtualization layer. The customer cannot harden a provider-managed hypervisor directly.
البطاقة ٥١
السؤال
How should CBA and ROI inform a cloud recovery design after the BIA?
الإجابة
CBA compares each option's lifecycle cost with expected benefit; ROI expresses the expected return relative to investment. Neither overrides mandatory duties or the BIA's approved impact tolerance.
البطاقة ٥٢
السؤال
What control helps validate training or detection data before AI use?
الإجابة
Provenance, integrity checks, schema checks, and approval for the intended source. Statistical anomaly checks can add evidence but should not replace ownership.
البطاقة ٥٣
السؤال
What is the human reviewer's role in AI-assisted security operations?
الإجابة
Validate consequential findings and actions before relying on them. Automation can rank and enrich signals, but the accountable human handles ambiguity and impact.
البطاقة ٥٤
السؤال
Why read an assurance report's scope before relying on its conclusion?
الإجابة
The report may exclude the exact service, region, control, subservice, or period you need. Assurance cannot be extended beyond its stated boundary.
البطاقة ٥٥
السؤال
Which controls make model extraction harder at a cloud API?
الإجابة
Strong access control, rate and budget limits, query monitoring, response minimization, and abuse detection. No single control removes the risk from a publicly queryable model.
البطاقة ٥٦
السؤال
Why is high predictive accuracy insufficient for a cloud data-science or AI model?
الإجابة
The use can still create unacceptable legal, privacy, fairness, security, safety, or operational risk. Accuracy is one quality measure, not automatic authorization to deploy.
البطاقة ٥٧
السؤال
How should SOAR handle a high-impact containment action?
الإجابة
Use explicit authorization, bounded playbooks, and human approval when impact or uncertainty is high. Automation should be reversible and fully logged.
البطاقة ٥٨
السؤال
When is Common Criteria evidence relevant to provider evaluation?
الإجابة
When a specific evaluated product and assurance target match the component and threat being assessed. It does not certify an entire cloud service by association.
البطاقة ٥٩
السؤال
Which data lifecycle sequence is useful for cloud control planning?
الإجابة
Create, store, use, share, archive, and destroy. Real data may move between phases, but each transition needs an owner and handling rule.
البطاقة ٦٠
السؤال
What is data dispersion in cloud computing?
الإجابة
The distribution of data and copies across systems, regions, media, services, and providers. Replicas, caches, logs, snapshots, and backups all expand the control boundary.
البطاقة ٦١
السؤال
What does a cloud data flow describe?
الإجابة
Where data originates, moves, is transformed, is stored, and exits. A useful flow also names trust boundaries, actors, purposes, and protections.
البطاقة ٦٢
السؤال
How do object and volume storage differ?
الإجابة
Object storage addresses data as objects with metadata; volume storage presents block-like storage to a host. Their access paths, sharing models, snapshots, and permission risks differ.
البطاقة ٦٣
السؤال
How does ephemeral storage differ from long-term storage?
الإجابة
Ephemeral storage is tied to a short-lived workload or execution; long-term storage is designed to persist independently. Ephemeral does not mean automatically sanitized.
البطاقة ٦٤
السؤال
What is raw data storage?
الإجابة
Storage of collected data before full cleaning, transformation, or enrichment. Its broad content and uncertain quality make isolation, discovery, provenance, and access control especially important.
البطاقة ٦٥
السؤال
What makes a data-flow map useful for control design?
الإجابة
It names sources, destinations, transformations, actors, purposes, trust boundaries, and protections. Update it when architecture or processing changes.
البطاقة ٦٦
السؤال
What should decide whether data may move to another cloud region?
الإجابة
Classification, purpose, residency and transfer rules, contract terms, threat model, and required controls. Region availability alone is not authorization.
البطاقة ٦٧
السؤال
Which storage type fits immutable, widely shared blobs better than a mounted transactional filesystem?
الإجابة
Object storage. Use volume storage when the workload needs block-style filesystem or database access semantics.
البطاقة ٦٨
السؤال
A short-lived AI training node is terminated. Why can data risk remain?
الإجابة
Ephemeral compute can leave snapshots, caches, logs, attached volumes, or provider-level remnants. Verify the full storage and key lifecycle, not only instance deletion.
البطاقة ٦٩
السؤال
What control exposes unknown cloud data stores before they bypass policy?
الإجابة
Continuous asset and data discovery across accounts, regions, services, and shadow paths. Findings need ownership and remediation, not just inventory.
البطاقة ٧٠
السؤال
What security property does encryption primarily provide?
الإجابة
Confidentiality against parties without the key. Integrity and authenticity require an appropriate authenticated mode or separate mechanism.
البطاقة ٧١
السؤال
What does tokenization do?
الإجابة
Replaces sensitive data with a non-sensitive token whose mapping is protected separately. The token can preserve application format while reducing where original data appears.
البطاقة ٧٢
السؤال
How do structured, semi-structured, and unstructured data differ?
الإجابة
Structured data follows a fixed schema, semi-structured data carries flexible labels or structure, and unstructured data lacks a consistent field model. Discovery needs techniques suited to each form.
البطاقة ٧٣
السؤال
What is data masking?
الإجابة
A transformation that hides selected data while preserving a usable shape or view. Reversible or weak masking is not anonymization.
البطاقة ٧٤
السؤال
What does Data Loss Prevention monitor or restrict?
الإجابة
Sensitive-data movement or use across selected channels. DLP depends on discovery, classification, context, coverage, and tuned response.
البطاقة ٧٥
السؤال
What security property does a cryptographic hash support?
الإجابة
Integrity by detecting change. A plain hash does not hide the input, prove who created it, or prevent guessing of low-entropy values.
البطاقة ٧٦
السؤال
What does Information Rights Management add beyond storage permissions?
الإجابة
Persistent usage rules attached to protected content, such as view, print, copy, expiry, or revocation. Enforcement still depends on trusted identities, clients, and key services.
البطاقة ٧٧
السؤال
Where should application secrets be kept?
الإجابة
In a managed secret store with narrow access, audit logs, rotation, and short-lived retrieval. Source code, images, and general configuration files are poor secret stores.
البطاقة ٧٨
السؤال
What is anonymization trying to achieve?
الإجابة
Make data no longer reasonably linkable to an identifiable person. Re-identification risk must be assessed against auxiliary data and the release context.
البطاقة ٧٩
السؤال
Why separate key-custodian duties from data administration?
الإجابة
To reduce the chance that one person can both reach ciphertext and independently unlock it. Separation of duties should also cover recovery and emergency access.
البطاقة ٨٠
السؤال
What control reduces dependence on provider-held encryption keys?
الإجابة
Customer-controlled keys with independent policy and lifecycle management. The choice adds recovery, availability, rotation, and administrator risks that must be designed explicitly.
البطاقة ٨١
السؤال
How can tokenization reduce exposure in an application database?
الإجابة
Store tokens in routine workflows and isolate the token vault or mapping service. Access to detokenization should be rarer and more tightly logged.
البطاقة ٨٢
السؤال
How can a hash support evidence integrity?
الإجابة
Record a strong hash at acquisition and verify it after each transfer or analysis step. Chain-of-custody records explain who handled the evidence and why.
البطاقة ٨٣
السؤال
What is the safer source for non-production test data?
الإجابة
Synthetic or appropriately transformed data that meets the test need without exposing production identities. Validate re-identification risk before release.
البطاقة ٨٤
السؤال
What makes DLP enforcement practical instead of noisy?
الإجابة
Accurate discovery and classification, contextual rules, staged response, tuned exceptions, and incident ownership. Blocking every pattern match can disrupt work without reducing real leakage.
البطاقة ٨٥
السؤال
What enables IRM revocation after a file leaves its original repository?
الإجابة
A trusted client that checks current rights and can no longer obtain the needed key or license. Offline copies and screenshots remain boundary cases.
البطاقة ٨٦
السؤال
How should cloud data discovery handle false positives?
الإجابة
Route uncertain matches for risk-based validation and tune detection with evidence. Silently discarding them hides coverage gaps; blocking them all creates operational failure.
البطاقة ٨٧
السؤال
What keeps certificates trustworthy after issuance?
الإجابة
Inventory, protected private keys, renewal, revocation, validation, and monitored expiry. Issuing a certificate is only the start of its lifecycle.
البطاقة ٨٨
السؤال
What is envelope encryption?
الإجابة
Encrypt data with a data-encryption key, then protect that key with a separate key-encryption key. Rotating or rewrapping the key-encryption key can protect existing data-encryption keys without re-encrypting payload data; replacing a data-encryption key may require payload re-encryption.
البطاقة ٨٩
السؤال
What is data classification?
الإجابة
Assignment of a sensitivity or business category that drives handling requirements. The category should reflect impact, law, contract, and business need.
البطاقة ٩٠
السؤال
When is tokenization preferable to ordinary encryption?
الإجابة
When workflows can use a surrogate while original values stay in a tightly isolated mapping service. Encryption is better when authorized systems must recover data directly with keys.
البطاقة ٩١
السؤال
Should a password be encrypted or hashed for verification?
الإجابة
Hash it with a password-specific salted, slow derivation function. Reversible encryption creates unnecessary recovery of the original password.
البطاقة ٩٢
السؤال
When is masking insufficient for a public dataset release?
الإجابة
When remaining fields or external data can reasonably re-identify people. Public release needs a defensible anonymization assessment, not cosmetic redaction.
البطاقة ٩٣
السؤال
Why should DLP not be the only control against cloud exfiltration?
الإجابة
It sees only covered channels and recognized content. Least privilege, segmentation, egress control, encryption, monitoring, and response reduce gaps.
البطاقة ٩٤
السؤال
When is IRM more useful than a repository access control list?
الإجابة
When usage restrictions must follow a file beyond the original repository. If data never leaves a controlled service, native authorization may be simpler and stronger.
البطاقة ٩٥
السؤال
Why perform discovery before broad classification enforcement?
الإجابة
You need to know what data exists and where it lives before applying reliable labels and controls. Enforcement on an incomplete inventory leaves blind spots.
البطاقة ٩٦
السؤال
What should trigger data reclassification?
الإجابة
A change in content, use, law, contract, business impact, aggregation, or identifiability. Review should also occur on a defined schedule.
البطاقة ٩٧
السؤال
Why rotate encryption keys?
الإجابة
To limit exposure, meet policy, and replace keys after age, role, algorithm, or compromise changes. Rotation must preserve authorized access to older data until it is safely reprotected or retired.
البطاقة ٩٨
السؤال
Who sets a cloud dataset's business classification?
الإجابة
The accountable data owner. Automated tools can propose labels, but the owner resolves business context and exceptions.
البطاقة ٩٩
السؤال
How does a data label differ from a classification policy?
الإجابة
The label marks a specific asset; the policy defines what the category means and how it must be handled. Labels without enforcement are only metadata.
البطاقة ١٠٠
السؤال
What is a data steward responsible for?
الإجابة
Day-to-day quality, definition, and policy consistency for data. A steward supports the owner but does not replace the owner's accountability.
البطاقة ١٠١
السؤال
How do retention and archiving differ?
الإجابة
Retention states how long data must or may be kept; archiving moves data into a managed long-term state. Archived data remains subject to access, integrity, discovery, and deletion rules.
البطاقة ١٠٢
السؤال
What does a data controller decide?
الإجابة
The purposes and essential means of processing personal data. The exact legal definition depends on the applicable law.
البطاقة ١٠٣
السؤال
When should a derived dataset inherit its source classification?
الإجابة
By default, until an accountable owner proves the transformation changed sensitivity. Aggregation can reduce or increase risk depending on content and linkability.
البطاقة ١٠٤
السؤال
How should classification labels affect cloud controls?
الإجابة
Drive access, encryption, sharing, location, retention, monitoring, and deletion policy. Enforcement should follow the label across supported copies and transformations.
البطاقة ١٠٥
السؤال
What does a legal hold do?
الإجابة
Suspends normal deletion for information relevant to a legal or regulatory matter. It preserves authorized access and evidence until the hold is released.
البطاقة ١٠٦
السؤال
What should a privacy role contribute to cloud data design?
الإجابة
Purpose, minimization, transparency, rights, transfer, retention, and impact requirements. Security protects data, while privacy also asks whether processing should occur and under what conditions.
البطاقة ١٠٧
السؤال
What control turns a retention schedule into repeatable cloud behavior?
الإجابة
Policy-driven lifecycle automation with holds, approvals, exceptions, and audit evidence. Automation must cover replicas and backups where the platform supports it.
البطاقة ١٠٨
السؤال
What is a data custodian responsible for?
الإجابة
Implementing and operating the technical handling controls. Storage, backup, access, logging, and deletion are typical custody duties.
البطاقة ١٠٩
السؤال
Who should own the retention schedule?
الإجابة
The records or information-governance function with legal and business input. Technology teams implement the approved schedule and evidence.
البطاقة ١١٠
السؤال
What does a data processor do?
الإجابة
Processes personal data for a controller under documented instructions. Using the data for its own new purpose may change the role and obligations.
البطاقة ١١١
السؤال
What proves a cloud deletion request was completed responsibly?
الإجابة
Provider and customer evidence tied to the asset, method, scope, time, and remaining copies. A successful API response alone may not cover backups, replicas, or exported data.
البطاقة ١١٢
السؤال
Which controls protect a long-term cloud archive?
الإجابة
Restricted access, durable integrity checks, format and key preservation, redundancy, retention policy, and tested retrieval. An archive that cannot be read or trusted has failed its purpose.
البطاقة ١١٣
السؤال
Who should approve a training dataset and model version for production?
الإجابة
The accountable model or system owner using evidence from data, security, privacy, and validation roles. Approval must bind the exact versions and intended use.
البطاقة ١١٤
السؤال
Which event fields most often establish accountability for cloud data access?
الإجابة
Trusted identity, action, target, result, timestamp, source context, and relevant network or location data. Collect only attributes needed for the security, legal, and privacy purpose.
البطاقة ١١٥
السؤال
Why synchronize clocks across cloud evidence sources?
الإجابة
To correlate events into a defensible timeline. Record time source, zone, drift, and collection context when precision matters.
البطاقة ١١٦
السؤال
Which risk is present when model outputs reveal features of sensitive training records?
الإجابة
Model inversion or related privacy inference. Data minimization, privacy testing, output controls, and access limits reduce exposure.
البطاقة ١١٧
السؤال
Who authorizes and scopes a legal hold?
الإجابة
An authorized legal or records function. Cloud administrators implement it without deciding the legal scope themselves.
البطاقة ١١٨
السؤال
What must AI dataset validation check besides file integrity?
الإجابة
Source authority, consent or permitted use, representativeness, quality, labeling, poisoning indicators, and intended-use fit. A matching checksum only proves the bytes did not change after that checkpoint.
البطاقة ١١٩
السؤال
Why is an archive not a substitute for a recovery backup?
الإجابة
An archive optimizes long-term preservation and retrieval; a backup supports restoration after loss or corruption. One system can sometimes serve both only if it meets both control sets and tests.
البطاقة ١٢٠
السؤال
What protects AI dataset and model provenance?
الإجابة
Versioned inventories, signed or hashed artifacts, controlled pipelines, approval records, and lineage from source to deployment. Bind validation results to the exact artifact versions.
البطاقة ١٢١
السؤال
Which context should be omitted from a data event log?
الإجابة
Data that is unnecessary for the defined security, accountability, or legal purpose. More logging can create privacy, cost, and breach risk without improving evidence.
البطاقة ١٢٢
السؤال
What happens when a valid legal hold conflicts with scheduled deletion?
الإجابة
The authorized hold suspends deletion for the in-scope data. Keep access limited, document the exception, and resume policy when the hold is released.
البطاقة ١٢٣
السؤال
What adds non-repudiation evidence beyond a plain event log?
الإجابة
Strong identity binding, protected timestamps, integrity controls, and controlled custody. The strength depends on the whole evidence process, not a single hash field.
البطاقة ١٢٤
السؤال
What privacy question does a membership-inference attack answer?
الإجابة
Whether a particular record was likely part of a model's training data. Limit exposed confidence, query abuse, overfitting, and unnecessary sensitive training data.
البطاقة ١٢٥
السؤال
What is the clearest sign that training-data poisoning controls failed?
الإجابة
Untrusted or manipulated examples changed model behavior or inserted a hidden trigger. Investigate provenance, pipeline access, validation, and the exact affected versions.
البطاقة ١٢٦
السؤال
What is the strongest first step when an AI use case asks for every available customer field?
الإجابة
Reduce collection to data necessary for the approved purpose. Minimization lowers privacy, poisoning, access, retention, and breach exposure before technical controls are added.
البطاقة ١٢٧
السؤال
What is the cloud network team's primary security role?
الإجابة
Implement approved segmentation, routing, edge protection, secure connectivity, and network telemetry. Application teams still define workload access needs.
البطاقة ١٢٨
السؤال
Which layers make up a cloud infrastructure trust stack?
الإجابة
Physical facilities, network, compute, storage, virtualization, and management services. A workload inherits dependencies and failure modes from every layer beneath or beside it.
البطاقة ١٢٩
السؤال
How do the management plane and data plane differ?
الإجابة
The management plane configures and governs resources; the data plane carries or processes workload traffic and data. Compromise of the management plane can change many data-plane controls at once.
البطاقة ١٣٠
السؤال
What is a trust boundary in cloud architecture?
الإجابة
A point where identity, control, ownership, or assurance changes. Data crossing it needs an explicit policy, validation, and protected channel.
البطاقة ١٣١
السؤال
Who owns a customer's cloud network and identity configuration?
الإجابة
The customer for the configuration choices it controls. Provider defaults and guardrails help, but do not approve the customer's architecture.
البطاقة ١٣٢
السؤال
What logical control prevents one tenant from reaching another tenant's resources?
الإجابة
Enforced tenant partitioning across identity, network, compute, storage, and management paths. Test the negative boundary, not only valid access.
البطاقة ١٣٣
السؤال
Why is the cloud management plane a high-value target?
الإجابة
It can create, modify, expose, or destroy many resources through one privileged interface. Protect it more strongly than routine workload access.
البطاقة ١٣٤
السؤال
What limits lateral movement after one cloud workload is compromised?
الإجابة
Microsegmentation with identity-aware, least-privilege communication policy. Monitor denied and unusual flows to find attempted spread.
البطاقة ١٣٥
السؤال
How does infrastructure as code improve control assurance?
الإجابة
It makes configuration reviewable, repeatable, testable, and traceable. Protect the repository, pipeline, state, modules, and deployment identity.
البطاقة ١٣٦
السؤال
How should a team verify an infrastructure control still works?
الإجابة
Test its intended outcome with current evidence and representative failure or attack conditions. Configuration presence alone does not prove effectiveness.
البطاقة ١٣٧
السؤال
What security boundary should virtualization create between tenants?
الإجابة
Strong isolation of compute, memory, storage, network, and management operations. Shared hardware still creates side-channel, escape, and noisy-neighbor considerations.
البطاقة ١٣٨
السؤال
Which controls should protect cloud management-plane access?
الإجابة
Phishing-resistant MFA, privileged access management, separate admin identities, conditional access, least privilege, and immutable logging. Restrict source networks where practical.
البطاقة ١٣٩
السؤال
How do type 1 and type 2 hypervisors differ?
الإجابة
A type 1 hypervisor runs directly on hardware; a type 2 hypervisor runs on a host operating system. The extra host layer changes attack surface and operational use.
البطاقة ١٤٠
السؤال
Who secures the public cloud facility and physical host?
الإجابة
The cloud provider. Customers still evaluate the provider's physical assurance and design their service around disclosed locations and failure domains.
البطاقة ١٤١
السؤال
What protects a cloud AI training cluster from unrelated tenant traffic?
الإجابة
Dedicated identities, microsegmentation, controlled data paths, hardened images, and monitored management access. Accelerator scheduling and storage paths belong in the boundary.
البطاقة ١٤٢
السؤال
When is packet capture useful in cloud infrastructure?
الإجابة
When network-level detail is needed and collection is lawful, technically available, scoped, and protected. Flow logs may be safer and sufficient for many investigations.
البطاقة ١٤٣
السؤال
Which control protects detached cloud volumes and snapshots?
الإجابة
Encryption with governed keys plus explicit access policy. Inventory and delete orphaned copies because detachment does not remove their data.
البطاقة ١٤٤
السؤال
Why correlate infrastructure logs across layers?
الإجابة
To connect identity, management, network, host, and workload events into one incident path. Preserve original records and normalization context.
البطاقة ١٤٥
السؤال
What is a platform owner's responsibility for tenant isolation?
الإجابة
Configure, patch, monitor, and test the shared platform so one workload cannot cross its authorized boundary. Consumers must use the platform's isolation features correctly.
البطاقة ١٤٦
السؤال
When should an AI training cluster use stronger isolation than ordinary batch compute?
الإجابة
When valuable models, sensitive datasets, untrusted code, or high-cost accelerators raise confidentiality, integrity, or exhaustion risk. Match isolation to the workload threat model.
البطاقة ١٤٧
السؤال
What does an HSM protect in cloud infrastructure?
الإجابة
Cryptographic keys and operations inside a hardened, policy-controlled boundary. An HSM does not decide whether the requesting workload is authorized unless surrounding policy enforces it.
البطاقة ١٤٨
السؤال
What is a failure domain?
الإجابة
A set of components likely to fail together because they share a dependency. Regions, zones, racks, power feeds, control services, or software versions can define one.
البطاقة ١٤٩
السؤال
A volume is deleted but its snapshots remain. Is the data gone?
الإجابة
No. The snapshots are separate retained copies. Apply inventory, retention, hold, encryption-key, and deletion policy to every snapshot and replica.
البطاقة ١٥٠
السؤال
How should a platform reduce virtualization escape risk?
الإجابة
Minimize and patch the virtualization stack, isolate management interfaces, restrict device exposure, monitor anomalies, and contain workloads by risk. Stronger workload boundaries may be needed for hostile tenants.
البطاقة ١٥١
السؤال
What is the first response to an internet-exposed cloud management endpoint?
الإجابة
Remove unnecessary public reachability, then enforce strong identity and monitored privileged access. A hidden URL or uncommon port is not a control.
البطاقة ١٥٢
السؤال
What is the facilities team's role in a private cloud data center?
الإجابة
Operate physical access, power, cooling, fire protection, and environmental monitoring. Security requirements should define evidence and escalation for those systems.
البطاقة ١٥٣
السؤال
Which site-location condition creates direct legal exposure for a cloud workload?
الإجابة
The jurisdictions that can reach the facility, operator, customers, or data. Cost, hazards, utilities, connectivity, workforce, and physical threats require separate location analysis.
البطاقة ١٥٤
السؤال
How does diverse pathway connectivity improve resilience?
الإجابة
It prevents one cable route, conduit, carrier handoff, or excavation from cutting every link. Verify physical diversity rather than relying on different circuit names.
البطاقة ١٥٥
السؤال
When does building a private data center make more sense than buying cloud capacity?
الإجابة
When requirements for control, latency, sovereignty, specialized hardware, or long-term economics outweigh the build and operating burden. Compare full lifecycle cost and resilience, not purchase price alone.
البطاقة ١٥٦
السؤال
Which physical controls protect cloud hardware from unauthorized handling?
الإجابة
Zoned access, least privilege, identity checks, surveillance, visitor controls, alarms, and custody records. The strength should match asset and data impact.
البطاقة ١٥٧
السؤال
What power design reduces a data center's single-point risk?
الإجابة
Independent feeds, conditioned distribution, UPS capacity, generators, fuel plans, and tested transfer. Maintenance paths must preserve the intended redundancy.
البطاقة ١٥٨
السؤال
What should environmental monitoring detect in a data center?
الإجابة
Temperature, humidity, airflow, water, smoke, power, and equipment conditions that threaten service. Alerts need thresholds, escalation, and tested response.
البطاقة ١٥٩
السؤال
How does resilience differ from simple redundancy?
الإجابة
Redundancy adds alternatives; resilience keeps or restores acceptable service despite disruption. Redundant components can still share one failure domain or bad configuration.
البطاقة ١٦٠
السؤال
Which on-premises physical control remains a customer duty when workloads move to public cloud?
الإجابة
Protection of customer-controlled offices, endpoints, network links, and any retained equipment. The provider's data-center controls do not secure the customer's physical environment.
البطاقة ١٦١
السؤال
What are the core outputs of an infrastructure risk assessment?
الإجابة
Prioritized risks tied to assets, threats, vulnerabilities, likelihood, impact, existing controls, and owners. The output should lead to treatment and follow-up.
البطاقة ١٦٢
السؤال
Who may accept residual infrastructure risk?
الإجابة
The authorized business risk owner, not the engineer who found it. Acceptance should state scope, duration, rationale, and review trigger.
البطاقة ١٦٣
السؤال
How do a threat, vulnerability, and risk differ?
الإجابة
A threat can cause harm, a vulnerability is a weakness it may exploit, and risk combines uncertain harm with business impact. A weakness without relevant exposure may be lower priority.
البطاقة ١٦٤
السؤال
What reveals that two supposedly redundant cloud systems share fate?
الإجابة
They depend on the same control plane, account, region, identity service, network path, software defect, operator, or key. Model those dependencies before counting redundancy.
البطاقة ١٦٥
السؤال
What does a security control owner do?
الإجابة
Ensures an assigned control is designed, implemented, evidenced, monitored, and corrected. The role may coordinate several technical operators.
البطاقة ١٦٦
السؤال
Which risk treatment options should a cloud team recognize?
الإجابة
Avoid, mitigate, transfer or share, and accept. Treatment changes exposure or ownership; it does not erase accountability.
البطاقة ١٦٧
السؤال
What is a recovery service level?
الإجابة
The minimum service capacity or functionality that must be restored, often stated as a percentage of normal service. RSL defines how much service must work; RTO sets the time limit, while RPO sets the maximum data-loss interval.
البطاقة ١٦٨
السؤال
What makes a machine image trustworthy for cloud deployment?
الإجابة
Known provenance, minimal contents, current patches, signed or verified integrity, vulnerability results, and controlled promotion. Revalidate it when dependencies age.
البطاقة ١٦٩
السؤال
When do multiple availability zones materially improve resilience?
الإجابة
When the service, data, network, identities, and operations can continue after one zone and its shared dependencies fail. Merely placing instances in two zones is not a tested design.
البطاقة ١٧٠
السؤال
What should determine the strength of an infrastructure security control?
الإجابة
The asset impact, threat, vulnerability, exposure, legal duties, and risk tolerance. Use control frameworks as structured input, not as an automatic one-size baseline.
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البطاقة ١٧١
السؤال
Which layered controls improve availability against cloud DDoS?
الإجابة
Provider edge absorption, rate controls, resilient scaling, caching, WAF or protocol filtering, and an exercised response plan. Scaling alone can turn attack traffic into cost exhaustion.
البطاقة ١٧٢
السؤال
A cloud contract shifts breach costs to a provider. Has the risk been removed?
الإجابة
No. Financial risk may be transferred, while operational, legal, reputational, and customer harm can remain. Retained exposure still needs mitigation and acceptance.
البطاقة ١٧٣
السؤال
Why map dependencies across compute, storage, and network services?
الإجابة
A resilient application can still fail when a shared supporting service fails. Dependency maps expose hidden single points, circular recovery steps, and shared fate.
البطاقة ١٧٤
السؤال
What does RPO constrain in an infrastructure recovery design?
الإجابة
The maximum acceptable data-loss interval measured backward from disruption. It drives backup or replication frequency and consistency choices.
البطاقة ١٧٥
السؤال
What should trigger automated failover?
الإجابة
Reliable health evidence that the primary cannot meet the service objective, with safeguards against split-brain and false triggers. Manual approval may remain appropriate for ambiguous high-impact cases.
البطاقة ١٧٦
السؤال
When is an IPS preferable to an IDS?
الإجابة
When inline blocking is justified, tested, and safe for the traffic and availability requirements. Use detection-only when false positives or inline failure would create unacceptable impact.
البطاقة ١٧٧
السؤال
What makes residual infrastructure risk ready for acceptance?
الإجابة
A clear scenario, affected assets, existing controls, likelihood and impact, owner, duration, alternatives, and review trigger. Vague acceptance is not governance.
البطاقة ١٧٨
السؤال
What makes a cloud backup resistant to account compromise?
الإجابة
Separate administration, immutable or offline retention, encryption, protected deletion, and tested restore. Keep recovery credentials outside the routine production trust path.
البطاقة ١٧٩
السؤال
What does a BC/DR coordinator own during cloud recovery planning?
الإجابة
The cross-team plan, exercises, dependencies, contacts, evidence, and follow-up. Service owners still set business priorities and targets.
البطاقة ١٨٠
السؤال
Which recovery design supports a near-zero RPO?
الإجابة
Synchronous or otherwise strongly consistent replication across independent failure domains, if latency and shared-fate limits are acceptable. Backups still protect against corruption and deletion.
البطاقة ١٨١
السؤال
Which overlooked dependency can stop users from reaching replicated application servers after failover?
الإجابة
The identity service. Recovery planning should also cover DNS, keys, secrets, routes, data stores, quotas, and external services.
البطاقة ١٨٢
السؤال
Why test restore separately from backup completion?
الإجابة
A completed backup may be corrupt, incomplete, inaccessible, or too slow for the target. Restore testing proves usability and measures recovery performance.
البطاقة ١٨٣
السؤال
Why plan failback before declaring a DR design complete?
الإجابة
Returning to the preferred environment can create another outage, conflict, or data loss. Define authority, synchronization, validation, rollback, and communication.
البطاقة ١٨٤
السؤال
Which design choice most directly supports a short RTO?
الإجابة
Pre-provisioned or rapidly deployable recovery capacity with automated, tested orchestration. Data, identities, network, dependencies, and operators must be ready too.
البطاقة ١٨٥
السؤال
What should application-security awareness change in a cloud team?
الإجابة
Daily design and delivery decisions, not just annual quiz results. Use role-specific OWASP, ASVS, SANS Top 25, and LLM-risk examples as practical boundaries, then reinforce them with real defects.
البطاقة ١٨٦
السؤال
What makes an SDLC a secure SDLC?
الإجابة
Security requirements, design analysis, implementation controls, verification, release evidence, maintenance, and retirement are built into the lifecycle. A final penetration test alone is not a lifecycle.
البطاقة ١٨٧
السؤال
How do functional and non-functional security requirements differ?
الإجابة
Functional requirements specify security behavior; non-functional requirements set qualities such as availability, performance, resilience, or assurance. Both need measurable acceptance criteria.
البطاقة ١٨٨
السؤال
Who turns business needs into testable application security requirements?
الإجابة
The product or business owner with security, privacy, legal, and engineering input. Requirements need an accountable owner and acceptance evidence.
البطاقة ١٨٩
السؤال
How should a security requirement remain visible through delivery?
الإجابة
Trace it to design decisions, code or configuration, tests, approval, and operating evidence. Untraceable requirements are easy to drop during change.
البطاقة ١٩٠
السؤال
What is the purpose of threat modeling?
الإجابة
Identify likely abuse paths and design mitigations before or during development. Keep the model tied to assets, trust boundaries, architecture changes, and evidence.
البطاقة ١٩١
السؤال
What makes developer security training actionable?
الإجابة
Role-specific examples, secure alternatives, practice in the delivery toolchain, and feedback from real defects. Refresh it as platforms and threats change.
البطاقة ١٩٢
السؤال
Should agile delivery remove formal security gates?
الإجابة
No. It should make them smaller, earlier, automated where reliable, and tied to risk. High-impact changes can still require independent approval.
البطاقة ١٩٣
السؤال
Which cloud-specific application risks need explicit SDLC decisions before coding?
الإجابة
Shared-technology exposure, provider insiders, limited visibility or control, and legal or jurisdiction boundaries. Record the provider boundary, evidence, data location, isolation, and compensating controls.
البطاقة ١٩٤
السؤال
How do federation and SSO differ?
الإجابة
Federation establishes trust across identity domains; SSO lets a user authenticate once for multiple services. Federation can enable SSO, but the concepts are not identical.
البطاقة ١٩٥
السؤال
What is a developer's responsibility in secure cloud delivery?
الإجابة
Use approved patterns, validate inputs and outputs, protect secrets, handle errors safely, review dependencies, and fix findings. Security tools support that judgment rather than replace it.
البطاقة ١٩٦
السؤال
What should a peer security reviewer verify?
الإجابة
That the change preserves requirements, trust boundaries, authorization, data handling, failure behavior, and evidence. Review the actual diff and deployment effect, not only style.
البطاقة ١٩٧
السؤال
What is the application security architect accountable for?
الإجابة
Security patterns, trust boundaries, threat decisions, control integration, and documented exceptions. Teams share implementation, but architecture needs coherent ownership.
البطاقة ١٩٨
السؤال
Which threat categories does STRIDE prompt a team to examine?
الإجابة
Spoofing, tampering, repudiation, information disclosure, denial of service, and elevation of privilege. It is a coverage aid, not a risk score.
البطاقة ١٩٩
السؤال
What secure-coding rule most directly prevents broken object authorization?
الإجابة
Check the current subject's permission for the specific object on every request. ASVS or SAFECode guidance can structure assurance, but hiding identifiers or checking only authentication is insufficient.
البطاقة ٢٠٠
السؤال
What should a secret-scanning gate do when it finds a real credential?
الإجابة
Block exposure, revoke or rotate the credential, remove it from reachable history, and investigate use. Deleting the latest line does not invalidate copied history.
البطاقة ٢٠١
السؤال
How does protected version control support software assurance?
الإجابة
It creates tamper-evident, access-controlled history for reviewed code and configuration changes. Protect references from unauthorized rewrite, retain audit logs, control bypass, and bind signed artifacts to approved releases; content-addressed commits alone do not make branch history immutable.
البطاقة ٢٠٢
السؤال
Which threat-model method is the simplest checklist for threat categories at trust boundaries?
الإجابة
STRIDE. Use a process-centered method when business impact, attacker paths, and staged analysis need deeper treatment.
البطاقة ٢٠٣
السؤال
What is an abuse case?
الإجابة
A description of how an actor could misuse a feature or violate a security goal. It turns attacker intent into testable defensive behavior.
البطاقة ٢٠٤
السؤال
Why should a team avoid treating DREAD scores as objective truth?
الإجابة
Its ratings are judgment-based and can create false precision. Document evidence, assumptions, impact, and uncertainty instead of relying on one number.
البطاقة ٢٠٥
السؤال
How do SAST and DAST differ?
الإجابة
SAST examines code or compiled artifacts without running the full application; DAST probes a running application from the outside. They find different classes of weakness.
البطاقة ٢٠٦
السؤال
What does Software Composition Analysis examine?
الإجابة
Third-party components, versions, licenses, and known vulnerability or policy data. It does not prove that a dependency is safe in context or detect every malicious package.
البطاقة ٢٠٧
السؤال
When should a cloud application's threat model be updated?
الإجابة
When trust boundaries, data, identities, dependencies, deployment, features, or threats materially change. Periodic review catches slow drift.
البطاقة ٢٠٨
السؤال
How do black-box and white-box security testing differ?
الإجابة
Black-box testing uses external behavior with little internal knowledge; white-box testing uses code, design, or configuration knowledge. Gray-box testing combines partial knowledge with external interaction.
البطاقة ٢٠٩
السؤال
What should a CI/CD security gate block?
الإجابة
A defined, evidence-based release condition such as an exposed secret, failed critical control, unapproved artifact, or unacceptable vulnerability. Keep exceptions explicit, owned, and time-bounded.
البطاقة ٢١٠
السؤال
When is PASTA or ATASM more useful than a short threat checklist?
الإجابة
When the team needs a structured path from business objectives and architecture to attacker behavior, attack surfaces, and mitigations. Match method depth to decision risk.
البطاقة ٢١١
السؤال
Where does SAST provide the earliest useful feedback?
الإجابة
During coding and pull-request review, before deployment. Tune rules, confirm reachability and context, and fix root causes rather than chasing raw counts.
البطاقة ٢١٢
السؤال
When is IAST worth adding to a cloud test pipeline?
الإجابة
When representative automated tests exist and runtime path-to-code insight will improve triage. Without exercised paths, instrumentation has little to observe.
البطاقة ٢١٣
السؤال
How should an application handle LLM output before passing it to a browser, shell, database, or tool?
الإجابة
Treat it as untrusted data and validate, encode, constrain, or approve it for the destination. Model fluency is not a security guarantee.
البطاقة ٢١٤
السؤال
What should an abuse-case test assert for a sensitive workflow?
الإجابة
The application safely rejects or contains a realistic misuse path and leaves useful evidence. Test rate, sequence, privilege, data, and failure-state abuse where relevant.
البطاقة ٢١٥
السؤال
What environment makes DAST results most useful?
الإجابة
A representative running deployment with safe test data, reachable paths, and observable results. Production testing needs explicit authorization and safeguards.
البطاقة ٢١٦
السؤال
Who owns risk from a third-party software component?
الإجابة
The organization that chooses and operates it. The supplier supplies evidence and remediation, but outsourcing the component does not outsource customer accountability.
البطاقة ٢١٧
السؤال
How do an SBOM and SCA work together?
الإجابة
SCA identifies component and policy findings; an SBOM records the released component inventory. Bind both to the exact artifact and update risk when new information appears.
البطاقة ٢١٨
السؤال
What does artifact signing protect in a software supply chain?
الإجابة
Integrity and authenticated provenance of the signed artifact. Verification policy must also trust the signer, build path, and release authorization.
البطاقة ٢١٩
السؤال
What makes open-source software validated for a cloud application?
الإجابة
Its source, release, integrity, dependencies, license, maintenance, vulnerabilities, and intended use have been assessed. Open code is inspectable, not automatically safe.
البطاقة ٢٢٠
السؤال
Which cloud application control validates XML message structure before processing?
الإجابة
An XML firewall. A WAF filters web traffic, an API gateway applies API-facing policy, DAM monitors database activity, and a load balancer distributes traffic.
البطاقة ٢٢١
السؤال
What authorization check belongs behind every sensitive API operation?
الإجابة
A server-side decision for the current identity, action, object, tenant, and context. Gateway authentication alone cannot decide application-level ownership.
البطاقة ٢٢٢
السؤال
How should an API treat untrusted input?
الإجابة
Validate type, structure, size, range, encoding, and allowed semantics before use. Reject unexpected fields where ambiguity or mass assignment creates risk.
البطاقة ٢٢٣
السؤال
What is an Identity Provider responsible for in federation?
الإجابة
Authenticating subjects and issuing trustworthy identity assertions under agreed policy. The relying application still authorizes each requested action.
البطاقة ٢٢٤
السؤال
What does sandboxing add to cloud application security?
الإجابة
A constrained execution boundary for untrusted or risky code and content. Restrict identity, network, files, secrets, time, and compute outside the sandbox too.
البطاقة ٢٢٥
السؤال
What should block adoption of a third-party software component?
الإجابة
Unacceptable provenance, integrity, vulnerability, maintenance, license, access, or exit risk. Popularity and a clean scan do not settle supplier risk.
البطاقة ٢٢٦
السؤال
Which test perspective should verify hidden authorization logic?
الإجابة
White-box review and testing, supported by black-box attempts to cross the boundary. Internal knowledge finds code paths; external tests confirm observable enforcement.
البطاقة ٢٢٧
السؤال
Which practice verifies that a cloud release consistently meets defined quality and security criteria?
الإجابة
Quality Assurance (QA). It plans and tracks repeatable reviews, tests, acceptance evidence, defect handling, and process improvement across delivery.
البطاقة ٢٢٨
السؤال
Which IAM controls reduce takeover of a federated cloud account?
الإجابة
Strong MFA, trusted federation configuration, short sessions, conditional access, lifecycle automation, and monitored privilege. Secure both the IdP and relying service.
البطاقة ٢٢٩
السؤال
What is the safest response when retrieved content tells an LLM to ignore system rules?
الإجابة
Treat the instruction as untrusted data, preserve higher-priority policy, and prevent unauthorized tool or data access. Input filtering alone cannot eliminate prompt injection.
البطاقة ٢٣٠
السؤال
How should an LLM application reduce sensitive information disclosure?
الإجابة
Minimize prompt and training data, enforce retrieval authorization, redact where justified, constrain outputs, and test leakage. A system prompt telling the model to keep secrets is not sufficient.
البطاقة ٢٣١
السؤال
A model repository account is compromised and a backdoored model is published. Which risks overlap?
الإجابة
Supply-chain compromise and data or model poisoning. Pin trusted versions, verify provenance and signatures, scan safely, validate behavior, and control promotion.
البطاقة ٢٣٢
السؤال
What identity should one microservice use to call another?
الإجابة
A distinct, short-lived workload identity with least-privilege authorization. Avoid sharing broad static credentials across services.
البطاقة ٢٣٣
السؤال
How should an agentic LLM be constrained before it can delete cloud resources?
الإجابة
Give it minimal scoped tools, validate arguments, require approval for destructive actions, enforce budgets, and log every decision and result. Capability should match the smallest authorized task.
البطاقة ٢٣٤
السؤال
Should a system prompt be treated as a secret control boundary?
الإجابة
No. Design as if instructions may be exposed. Keep credentials and authorization outside the prompt, minimize sensitive details, and enforce policy in trusted code.
البطاقة ٢٣٥
السؤال
What is the main risk of weak authorization in a shared vector store?
الإجابة
Retrieval can cross tenant or user boundaries and expose embeddings, documents, or poisoned context. Partition, authorize, validate provenance, and monitor ingestion and queries.
البطاقة ٢٣٦
السؤال
When does a CASB add value beside an IdP?
الإجابة
When the organization needs visibility or policy over cloud-service use, data movement, sessions, or unmanaged access beyond authentication. The IdP establishes identity; the CASB governs selected cloud interactions.
البطاقة ٢٣٧
السؤال
How should a high-impact workflow use an LLM answer that may be plausible but false?
الإجابة
Verify it against authoritative data or require qualified human review before action. Communicate uncertainty and preserve source evidence.
البطاقة ٢٣٨
السؤال
Which controls address unbounded LLM consumption?
الإجابة
Per-user and per-task quotas, rate limits, token and tool budgets, timeouts, concurrency limits, anomaly alerts, and safe cancellation. Monitor financial as well as availability impact.
البطاقة ٢٣٩
السؤال
How do an HSM and a TPM differ?
الإجابة
An HSM protects shared or service cryptographic operations; a TPM anchors trust to one platform. Both protect keys, but their scope and use cases differ.
البطاقة ٢٤٠
السؤال
What does secure by default mean for cloud infrastructure?
الإجابة
A new resource starts in the least exposed, least privileged, approved state. Users must make an explicit, reviewed choice to widen access or capability.
البطاقة ٢٤١
السؤال
Why do virtual CPU, memory, storage, and network settings have security impact?
الإجابة
They define resource exposure, isolation, exhaustion limits, and device access. Overbroad virtual hardware can create attack paths or noisy-neighbor risk.
البطاقة ٢٤٢
السؤال
Which hypervisor type is usually preferred for production cloud hosts?
الإجابة
A type 1 hypervisor because it removes the general-purpose host OS layer. The actual choice still depends on assurance, patching, management, and workload needs.
البطاقة ٢٤٣
السؤال
How can TPM-backed measured boot support cloud host assurance?
الإجابة
Measurements anchor boot components to hardware so an attestation service can compare them with approved state. The decision still depends on trusted reference values and response policy.
البطاقة ٢٤٤
السؤال
How should guest OS virtualization tools be installed and maintained?
الإجابة
Use provider-authorized packages, enable only needed features, match supported versions, patch promptly, and monitor their privilege. Remove stale tools that widen the host-to-guest boundary.
البطاقة ٢٤٥
السؤال
What is cloud platform operations responsible for after secure build?
الإجابة
Maintaining approved configuration, availability, patching, monitoring, backup, access, and evidence. Operations should feed recurring defects back into design.
البطاقة ٢٤٦
السؤال
What does a privileged access administrator control?
الإجابة
The issuance, elevation, monitoring, review, and revocation of administrative access. Separate the access-control role from routine use where practical.
البطاقة ٢٤٧
السؤال
What is the safer pattern for remote SSH administration?
الإجابة
Short-lived identity-based access through a controlled path with host verification, least privilege, session logging, and no shared keys. Disable direct root login.
البطاقة ٢٤٨
السؤال
When should a cloud workload require platform attestation?
الإجابة
When access depends on proof that the host or confidential environment is in an approved measured state. Define what is measured, who verifies it, and what failure does.
البطاقة ٢٤٩
السؤال
Which protocol adds origin authentication and integrity to DNS data?
الإجابة
DNSSEC. TLS protects a transport session, a VPN protects traffic across an untrusted boundary, and DHCP safeguards prevent rogue address or configuration assignment.
البطاقة ٢٥٠
السؤال
What should enforce separation between cloud network zones?
الإجابة
Routing and firewall or security-group policy tied to explicit allowed flows. VLANs can organize segments but do not enforce policy by themselves.
البطاقة ٢٥١
السؤال
How do IDS and IPS differ operationally?
الإجابة
An IDS alerts on suspected activity; an IPS sits inline and can block it. Inline prevention adds availability and false-positive risk.
البطاقة ٢٥٢
السؤال
What reduces RDP exposure in a cloud environment?
الإجابة
Remove direct internet access, require a hardened gateway or private path, strong MFA, current patches, device checks, and session monitoring. Limit clipboard and drive redirection by need.
البطاقة ٢٥٣
السؤال
What makes a honeypot safe enough to operate?
الإجابة
Isolation, no production trust, controlled data, monitored egress, legal approval, and an incident plan. It should observe attackers without becoming their launch point.
البطاقة ٢٥٤
السؤال
How do high availability and backup differ?
الإجابة
High availability keeps service running through component failure; backup restores data or state after loss or corruption. One does not replace the other.
البطاقة ٢٥٥
السؤال
How should firewall, IDS, and IPS controls be layered?
الإجابة
Firewalls constrain allowed paths, IDS detects suspicious activity, and IPS may block selected attacks inline. Central telemetry and tuned ownership make the layers useful.
البطاقة ٢٥٦
السؤال
When is a cloud security group insufficient as the only network control?
الإجابة
When application-aware filtering, centralized inspection, advanced threat detection, or cross-environment policy is required. Keep security groups as workload-level least-privilege boundaries.
البطاقة ٢٥٧
السؤال
How should management-plane tools be installed?
الإجابة
From verified sources through a controlled, minimal, hardened build with separate privileged access and logging. Remove sample accounts, unused plugins, and default exposure.
البطاقة ٢٥٨
السؤال
What is patch management?
الإجابة
A controlled lifecycle for identifying, prioritizing, testing, deploying, verifying, and documenting security and reliability updates. Asset inventory and exception ownership are prerequisites.
البطاقة ٢٥٩
السؤال
How do performance and capacity monitoring differ?
الإجابة
Performance monitoring measures current service behavior; capacity monitoring forecasts whether resources can meet future demand. Both need business thresholds and trends.
البطاقة ٢٦٠
السؤال
How do change, release, and deployment management differ?
الإجابة
Change management authorizes and controls modification; release management packages approved capability; deployment management moves it into an environment. One workflow may integrate all three without erasing their goals.
البطاقة ٢٦١
السؤال
What should decide whether an IPS blocks automatically?
الإجابة
Detection confidence, asset criticality, attack impact, false-positive cost, bypass behavior, and rollback. Start with observation when evidence is weak.
البطاقة ٢٦٢
السؤال
Who owns a patch exception?
الإجابة
The authorized system or risk owner, with technical evidence from operations and security. The exception needs compensating controls, expiry, and review.
البطاقة ٢٦٣
السؤال
What does a capacity manager protect?
الإجابة
The service's ability to meet current and forecast demand within cost and resilience constraints. The role tracks trends, thresholds, quotas, and scaling lead time.
البطاقة ٢٦٤
السؤال
What is the change manager's security role?
الإجابة
Ensure risk, testing, authorization, scheduling, rollback, and communication are proportionate to the change. Emergency changes still need retrospective evidence.
البطاقة ٢٦٥
السؤال
What should a backup-and-restore control verify for guest systems?
الإجابة
Required data and configuration are captured, protected, retained, and restored within targets. Include application consistency, keys, dependencies, and documented restore order.
البطاقة ٢٦٦
السؤال
Which management process keeps a cloud service able to meet its agreed uptime and reliability targets?
الإجابة
Availability management. It analyzes failure patterns, resilience, maintainability, and recovery so the service can meet those targets.
البطاقة ٢٦٧
السؤال
What improves patch prioritization beyond a severity score?
الإجابة
Exploitability, exposure, asset importance, compensating controls, dependency, and business impact. Verify remediation and track unsupported assets separately.
البطاقة ٢٦٨
السؤال
What turns performance and capacity alerts into an availability control?
الإجابة
Thresholds tied to service objectives, trend analysis, ownership, safe scaling, and tested response. Alert volume without action is not capacity management.
البطاقة ٢٦٩
السؤال
What should a configuration-management system record?
الإجابة
Approved items, owners, versions, relationships, baselines, changes, and current state. Cloud discovery should reconcile actual resources with declared configuration.
البطاقة ٢٧٠
السؤال
Why place a cluster host into maintenance mode?
الإجابة
To drain or protect workloads before planned work while preserving cluster policy. Verify capacity, placement constraints, and stateful-service behavior first.
البطاقة ٢٧١
السؤال
Which management process agrees, monitors, and reviews measurable service targets with customers?
الإجابة
Service-level management. It turns business needs into agreed service objectives, tracks results, and drives action when performance misses them.
البطاقة ٢٧٢
السؤال
Which hardware signals should cloud facilities monitor?
الإجابة
Disk health, CPU and memory errors, fan and temperature state, power, and vendor fault telemetry. Correlate physical signals with host and workload impact.
البطاقة ٢٧٣
السؤال
How should an OS hardening baseline be maintained?
الإجابة
Version it, test it, measure compliance, remediate drift, record exceptions, and update it for new threats and platform changes. Apply separate profiles to distinct workloads.
البطاقة ٢٧٤
السؤال
How do incident management and problem management differ?
الإجابة
Incident management restores service and limits harm; problem management finds and removes underlying causes. The same event can open both tracks.
البطاقة ٢٧٥
السؤال
Which management process coordinates security risk and controls across cloud service operation?
الإجابة
Information security management. It aligns policy, risk treatment, control operation, evidence, incidents, and improvement with the service-management system.
البطاقة ٢٧٦
السؤال
Which management process turns recurring service-control gaps into measured improvements?
الإجابة
Continual service improvement management. It prioritizes opportunities, defines a measurable target and owner, implements change, and verifies the outcome.
البطاقة ٢٧٧
السؤال
How should operations choose among NIST, ISO, COBIT, CIS Controls, COSO, ITIL, or ISO/IEC 20000-1?
الإجابة
Map the applicable framework or standard to the organization's legal duties, risks, service goals, and evidence needs. The names are not interchangeable, and adoption alone does not prove control effectiveness.
البطاقة ٢٧٨
السؤال
A service is restored after repeated crashes. Which process continues the root-cause work?
الإجابة
Problem management. Incident management can close after stable restoration while the underlying defect, workaround, and prevention remain tracked.
البطاقة ٢٧٩
السؤال
Which management process owns tested arrangements for sustaining or restoring critical services after severe disruption?
الإجابة
Continuity management. Incident management handles the current event, while availability management focuses on meeting service uptime and reliability targets.
البطاقة ٢٨٠
السؤال
What does a cloud forensic lead decide?
الإجابة
The lawful collection strategy, volatile-data priorities, tools, provider coordination, preservation, and analysis plan. The lead should understand cloud-specific evidence limits.
البطاقة ٢٨١
السؤال
What does chain of custody record?
الإجابة
Who collected, handled, transferred, stored, analyzed, and disposed of evidence, when and why. Integrity checks support the record but do not replace it.
البطاقة ٢٨٢
السؤال
What does an incident commander own?
الإجابة
Priorities, roles, decisions, coordination, cadence, and safe handoffs during an incident. Technical responders investigate and act within that structure.
البطاقة ٢٨٣
السؤال
What does the incident communications lead control?
الإجابة
Approved messages, audiences, channels, timing, records, and coordination with legal and leadership. Technical certainty and disclosure obligations may change during the event.
البطاقة ٢٨٤
السؤال
How do a SOC, SIEM, and SOAR relate?
الإجابة
A SOC is the operating function, a SIEM centralizes and analyzes security events, and SOAR coordinates automated workflows. People, process, authority, and evidence connect the tools.
البطاقة ٢٨٥
السؤال
What is an evidence custodian responsible for?
الإجابة
Controlled storage, access, transfer, integrity verification, retention, and chain-of-custody records. The custodian preserves evidence without altering its meaning.
البطاقة ٢٨٦
السؤال
How should a SOC use threat intelligence?
الإجابة
Map relevant, timely indicators and adversary behavior to assets, detections, hunts, and decisions. Expire stale indicators and separate confidence from fact.
البطاقة ٢٨٧
السؤال
How should AI-assisted security monitoring be governed?
الإجابة
Validate data and models, measure errors and drift, limit action authority, log reasoning inputs and outcomes, and keep human review for consequential cases. Compare against a safe manual path.
البطاقة ٢٨٨
السؤال
When is a cloud snapshot suitable forensic evidence?
الإجابة
When collection is authorized, scope and timing are documented, integrity is protected, and the snapshot preserves relevant state. It may omit memory, external services, or rapidly changing logs.
البطاقة ٢٨٩
السؤال
Who decides whether a regulator must be notified during a cloud incident?
الإجابة
The authorized legal or compliance owner under the incident plan. Vendor and communications owners coordinate channels; engineers supply verified facts.
البطاقة ٢٩٠
السؤال
What should a forensic plan obtain from the cloud provider before an incident?
الإجابة
Available logs and APIs, retention, time sources, support contacts, legal process, evidence formats, isolation options, and responsibility boundaries. Confirm access with an exercise.
البطاقة ٢٩١
السؤال
How should vulnerability assessment and penetration testing work together?
الإجابة
Assessment finds and prioritizes likely weaknesses broadly; authorized penetration testing demonstrates selected exploit paths and impact. Both require scoped remediation and retest.
البطاقة ٢٩٢
السؤال
How should a SIEM protect cloud log value?
الإجابة
Normalize without losing source evidence, control access, preserve time and integrity, correlate identities and assets, tune detections, and retain by purpose. Monitor collection gaps.
البطاقة ٢٩٣
السؤال
What should SOAR do when a playbook's evidence is incomplete?
الإجابة
Pause or take only a safe reversible step, preserve context, and escalate to an authorized human. Do not let automation convert uncertainty into broad containment damage.
البطاقة ٢٩٤
السؤال
When should incident communication wait?
الإجابة
Only when authorized coordination is needed to verify facts, protect response, or meet a defined legal strategy. Do not delay a mandatory notice past its trigger or deadline.
البطاقة ٢٩٥
السؤال
When is penetration testing more useful than another vulnerability scan?
الإجابة
When the organization needs authorized evidence that selected weaknesses can combine into a meaningful attack path. Scanning remains better for broad, repeatable coverage.
البطاقة ٢٩٦
السؤال
Which evidence should be collected first from a running cloud workload?
الإجابة
The most volatile, relevant evidence that will disappear earliest, if collection is authorized and safe. Balance volatility against service impact and contamination risk.
البطاقة ٢٩٧
السؤال
Why can cloud data be subject to more than one jurisdiction?
الإجابة
Customers, providers, processing, storage, people, contracts, and affected individuals may sit in different places. Location and legal reach are related but not identical.
البطاقة ٢٩٨
السؤال
Why are privacy roles contextual rather than permanent labels?
الإجابة
An organization can be controller for one processing purpose and processor for another. Determine the role from actual decisions and instructions, not the company type.
البطاقة ٢٩٩
السؤال
What should legal counsel contribute to cloud design?
الإجابة
Interpret applicable law, privilege, contracts, disputes, preservation, disclosure, and legal risk. Counsel advises; accountable business owners still decide within authority.
البطاقة ٣٠٠
السؤال
What is eDiscovery?
الإجابة
The identification, preservation, collection, processing, review, and production of electronically stored information for a legal matter. Cloud scale and provider control affect each step.
البطاقة ٣٠١
السؤال
How do contractual and regulated private data differ?
الإجابة
Contractual duties come from agreed terms; regulated duties come from applicable law. The same data can be subject to both, and the stricter combined obligations may govern.
البطاقة ٣٠٢
السؤال
What is the controller's contract duty toward a cloud processor?
الإجابة
Give documented instructions, choose and oversee a capable processor, and define required privacy and security terms. Applicable law may add specific clauses and audit duties.
البطاقة ٣٠٣
السؤال
What is a Privacy Impact Assessment?
الإجابة
A structured evaluation of how planned processing affects people and how privacy risk will be handled. Perform it early enough to change the design.
البطاقة ٣٠٤
السؤال
What is an ISMS?
الإجابة
A managed system of policies, risk processes, controls, evidence, review, and continual improvement for information security. It is broader than a control checklist or toolset.
البطاقة ٣٠٥
السؤال
What does a contract's choice-of-law clause do?
الإجابة
Names the law intended to govern the contract. It does not automatically override mandatory laws or every court's jurisdiction.
البطاقة ٣٠٦
السؤال
What makes a legal hold operationally defensible in cloud systems?
الإجابة
Authorized scope, prompt preservation, deletion suspension, controlled collection, access logging, periodic review, and documented release. Test whether provider features cover all copies.
البطاقة ٣٠٧
السؤال
Does calling a field PII or PHI settle every privacy obligation?
الإجابة
No. Applicability depends on the data, person, entity, purpose, context, and governing law or contract. Classify with qualified privacy and legal input.
البطاقة ٣٠٨
السؤال
Which design control reduces privacy risk before consent screens and notices?
الإجابة
Data minimization tied to a specific approved purpose. Collecting less reduces exposure, rights handling, retention, and breach impact.
البطاقة ٣٠٩
السؤال
What is a processor's core duty toward controller data?
الإجابة
Process it only under authorized instructions and required legal obligations, while applying agreed controls and assistance. Subprocessors need governed approval and flow-down terms.
البطاقة ٣١٠
السؤال
What control reveals cross-border cloud data processing before it becomes a compliance surprise?
الإجابة
A maintained data and subprocessors map tied to locations, purposes, roles, transfers, and safeguards. Reconcile contracts with actual telemetry and provider disclosures.
البطاقة ٣١١
السؤال
How do internal and external audits differ?
الإجابة
Internal audit provides independent assurance inside the organization; external audit is performed by an outside party for a defined objective. Both require scope, criteria, evidence, and independence.
البطاقة ٣١٢
السؤال
When should a PIA be reopened?
الإجابة
When purpose, data, people, model, provider, location, sharing, retention, or risk materially changes. A one-time assessment becomes stale as processing evolves.
البطاقة ٣١٣
السؤال
How should a cloud team use GDPR, PIPEDA, India's DPDP Act, FERPA, HIPAA, ISO/IEC 27018, or GAPP?
الإجابة
First determine which laws apply, then map their obligations and any selected framework guidance to actual processing and controls. A named standard or provider region is not automatic compliance.
البطاقة ٣١٤
السؤال
Two countries impose conflicting duties on the same cloud records. What is the first move?
الإجابة
Escalate to qualified counsel with the exact data, actors, locations, contracts, orders, and timelines. Preserve evidence and avoid an irreversible technical action based on guesswork.
البطاقة ٣١٥
السؤال
What protects an internal auditor's independence?
الإجابة
Authority to assess outside the operation being audited, objective reporting, and freedom from designing or owning the control under review. Internal employment does not prevent independence if governance is sound.
البطاقة ٣١٦
السؤال
What does a privacy officer oversee?
الإجابة
Privacy governance, impact assessment, rights, transparency, lawful processing, transfers, incidents, and regulator engagement. The exact statutory role varies by jurisdiction.
البطاقة ٣١٧
السؤال
What do SOC, SSAE, and ISAE labels tell an assurance-report reader?
الإجابة
SOC identifies a service-organization report family, while SSAE and ISAE identify attestation standards used for defined engagements. The exact report type, criteria, period, scope, exceptions, and subservices determine its value.
البطاقة ٣١٨
السؤال
What must an audit plan define before cloud audit fieldwork starts?
الإجابة
The objective, criteria, scope, responsibilities, schedule, methods, evidence access, and reporting path. The plan should also name constraints and follow-up ownership.
البطاقة ٣١٩
السؤال
How do risk appetite and risk tolerance differ?
الإجابة
Risk appetite expresses the amount and type of risk an organization is willing to pursue or retain; tolerance sets acceptable variation around objectives. Both guide escalation and treatment.
البطاقة ٣٢٠
السؤال
What does an enterprise risk owner decide?
الإجابة
Whether to avoid, mitigate, transfer or share, or accept a documented risk within authority. The owner tracks residual exposure and review triggers.
البطاقة ٣٢١
السؤال
How should risk metrics be designed?
الإجابة
Tie each metric to a decision, owner, threshold, reliable source, trend, and response. Separate leading indicators from lagging outcomes and guard against easy gaming.
البطاقة ٣٢٢
السؤال
What is gap analysis?
الإجابة
Comparison of current control state with a required or target state. Each gap needs impact, owner, treatment, evidence, and due date.
البطاقة ٣٢٣
السؤال
What makes cloud audit evidence reliable?
الإجابة
Clear criteria, complete scope, trustworthy source, protected integrity, accurate time, repeatable collection, and accountable ownership. Screenshots without context are weak evidence.
البطاقة ٣٢٤
السؤال
Why does a distributed cloud model complicate audit scope?
الإجابة
Controls, evidence, people, providers, and data span locations and jurisdictions with different access and retention limits. Define boundaries and shared responsibilities before fieldwork.
البطاقة ٣٢٥
السؤال
Can a clean SOC report prove compliance with a customer's specialized regulation?
الإجابة
No. Map the report's criteria, period, scope, exceptions, subservices, and customer controls to the specific requirement. NERC CIP, HIPAA, HITECH, PCI, or another regime may need additional evidence.
البطاقة ٣٢٦
السؤال
What should a customer assess in a cloud provider's risk-management program?
الإجابة
Whether its policies, methods, controls, risk profile, and appetite fit the customer's requirements and exposure. Review evidence before selection and when material risk changes.
البطاقة ٣٢٧
السؤال
What is a data owner's enterprise-risk role?
الإجابة
Set business value, classification, allowed use, access, retention, and acceptable risk for the data. Custodians implement the resulting controls.
البطاقة ٣٢٨
السؤال
What AI evidence supports accountability and explainability without promising perfect interpretation?
الإجابة
Document intended use, data and model versions, decision roles, testing, limitations, human oversight, outputs, changes, and incident history. Match explanation depth to affected people and legal duties.
البطاقة ٣٢٩
السؤال
What does a data steward add to governance?
الإجابة
Consistent definitions, quality rules, metadata, lineage, and policy application across business use. The steward connects business meaning to operational handling.
البطاقة ٣٣٠
السؤال
What is procurement's security role in cloud outsourcing?
الإجابة
Make required risk, assurance, pricing, ownership, exit, and supplier terms part of selection and negotiation. Security requirements lose force if added after commercial commitment.
البطاقة ٣٣١
السؤال
When should an organization avoid a cloud risk rather than mitigate it?
الإجابة
When stopping the activity is feasible and residual exposure would remain outside appetite or legal authority. Compare the business consequence of avoidance with other treatments.
البطاقة ٣٣٢
السؤال
What is an external auditor responsible for?
الإجابة
Perform the agreed independent engagement against stated criteria and report within its scope. The auditor does not own management's controls or risk decisions.
البطاقة ٣٣٣
السؤال
How do an MSA, SOW, and SLA differ?
الإجابة
The MSA sets the general legal relationship, the SOW defines specific work and deliverables, and the SLA sets measurable service commitments. Read them together for the full obligation.
البطاقة ٣٣٤
السؤال
What should a cloud risk register contain?
الإجابة
Scenario, assets, cause, consequence, owner, likelihood, impact, controls, treatment, residual risk, due dates, and review triggers. Link evidence and dependencies where useful.
البطاقة ٣٣٥
السؤال
Who should own a cloud contract after signature?
الإجابة
A named contract or vendor manager with business, legal, security, privacy, and service stakeholders. Ownership includes obligations, evidence, changes, renewals, disputes, and exit.
البطاقة ٣٣٦
السؤال
Which contract controls support a safe cloud exit?
الإجابة
Data and configuration export, assistance, timing, format, cost, continued access, verified deletion, transition support, and survival of needed duties. Exercise the exit path before a crisis.
البطاقة ٣٣٧
السؤال
What makes a contractual right to audit usable?
الإجابة
Defined scope, notice, frequency, methods, evidence access, confidentiality, cost, remediation, and alternatives when direct testing is unsafe. A vague right may be impossible to exercise.
البطاقة ٣٣٨
السؤال
When does source-code escrow reduce cloud vendor viability risk?
الإجابة
When usable code plus dependencies, documentation, rights, updates, and release triggers can support continuity. Escrow adds little if the customer cannot operate the service.
البطاقة ٣٣٩
السؤال
What should a cloud incident-notification clause define?
الإجابة
Trigger, timing, recipient, secure channel, minimum facts, updates, cooperation, evidence, regulator support, and subcontractor flow-down. Avoid waiting for the provider's final root cause before notice.
البطاقة ٣٤٠
السؤال
What should happen to customer data when a cloud contract ends?
الإجابة
Return or export it in a usable form, preserve only what is lawfully required, revoke access, and verify deletion across in-scope copies under the contract. Data ownership and transition duties should be settled before purchase.

Abstract cloud infrastructure with layered security boundaries, connected control nodes, and an AI model graph.

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