Automation can reduce repetitive work and allow analysts to focus on complex investigations.
Incorrect! Try again.
17Why do SOC analysts need continuous training?
Emerging Trends and the Future of SOC Analysis: predicting future directions
Easy
A.Cyberattacks always use one technique
B.Security tools never receive updates
C.Threats and technologies keep changing
D.Cloud services eliminate security risks
Correct Answer: Threats and technologies keep changing
Explanation:
Continuous training helps analysts understand new technologies, attack techniques, and defensive tools.
Incorrect! Try again.
18What does SOAR stand for in cybersecurity?
Emerging Trends and the Future of SOC Analysis: SOAR
Easy
A.System Optimization, Auditing, and Recovery
B.Security Orchestration, Automation, and Response
C.Software Organization and Automated Resource Management for Every Department
D.Security Operations, Assessment, and Reporting
Correct Answer: Security Orchestration, Automation, and Response
Explanation:
SOAR stands for Security Orchestration, Automation, and Response.
Incorrect! Try again.
19What is a SOAR playbook?
Emerging Trends and the Future of SOC Analysis: SOAR
Easy
A.A guide for assembling computer hardware
B.A record of monthly software expenses
C.A predefined incident-response workflow
D.A list of employee contact details
Correct Answer: A predefined incident-response workflow
Explanation:
A SOAR playbook defines repeatable steps that tools and analysts follow when handling an alert or incident.
Incorrect! Try again.
20Which statement best represents the zero-trust security model?
Emerging Trends and the Future of SOC Analysis: zero-trust security model
Easy
A.Verify devices only during initial setup
B.Never trust automatically; always verify
C.Allow broad access after one login
D.Trust every user inside the network
Correct Answer: Never trust automatically; always verify
Explanation:
Zero trust requires verification of users, devices, and access requests instead of granting trust based on location.
Incorrect! Try again.
21A SOC receives a list of malicious IP addresses from an industry-sharing group. What should analysts do first before blocking every address?
Threat Intelligence and Advanced Threat Hunting: introduction
Medium
A.Validate the indicators against internal telemetry and business context
B.Replace existing detection rules with the shared indicator list
C.Delete historical events associated with the listed indicators
D.Block the indicators immediately across all security controls
Correct Answer: Validate the indicators against internal telemetry and business context
Explanation:
External intelligence should be validated for relevance, reliability, and possible business impact before enforcement actions are taken.
Incorrect! Try again.
22Which activity best distinguishes proactive threat hunting from routine alert monitoring?
Threat Intelligence and Advanced Threat Hunting: introduction
Medium
A.Investigating hypotheses even when no alert has been generated
B.Escalating confirmed incidents to the response team
C.Reviewing alerts according to their assigned severity levels
D.Closing duplicate alerts generated by multiple security tools
Correct Answer: Investigating hypotheses even when no alert has been generated
Explanation:
Threat hunting proactively searches for hidden malicious activity by testing hypotheses rather than waiting for automated alerts.
Incorrect! Try again.
23A hunter suspects that attackers are using PowerShell to download payloads. Which hypothesis-driven approach is most appropriate?
Threat Intelligence and Advanced Threat Hunting: advanced threat-hunting methodologies
Medium
A.Scan all servers only for known malicious file hashes
B.Disable PowerShell immediately on every managed endpoint
C.Search process and network logs for unusual PowerShell connections
D.Review firewall configuration changes from the previous year
Correct Answer: Search process and network logs for unusual PowerShell connections
Explanation:
The search directly tests the hypothesis by correlating PowerShell execution with suspicious outbound network activity.
Incorrect! Try again.
24During a hunt mapped to the MITRE ATT&CK framework, analysts find repeated attempts to dump credentials from endpoint memory. How should this finding primarily be used?
Threat Intelligence and Advanced Threat Hunting: advanced threat-hunting methodologies
Medium
A.Remove unrelated endpoint events from the investigation
B.Map the activity to a technique and search for related behaviors
C.Treat the activity as harmless unless malware is recovered
D.Assign the activity directly to a specific threat group
Correct Answer: Map the activity to a technique and search for related behaviors
Explanation:
ATT&CK mapping helps analysts connect observed techniques to related attacker behaviors and expand the scope of a hunt.
Incorrect! Try again.
25A phishing indicator has moved from newly observed to confirmed malicious during the intelligence lifecycle. Which automated response is most appropriate?
Threat Intelligence and Advanced Threat Hunting: lifecycle intelligence for automated response
Medium
A.Block the indicator and search historical telemetry for matches
B.Isolate every endpoint regardless of indicator exposure
C.Delete all messages received during the same time period
D.Archive the indicator without changing security controls
Correct Answer: Block the indicator and search historical telemetry for matches
Explanation:
Once validated, intelligence can support automated prevention and retrospective searches while keeping the response proportional.
Incorrect! Try again.
26Why should an automated response workflow assign expiration times to threat indicators?
Threat Intelligence and Advanced Threat Hunting: lifecycle intelligence for automated response
Medium
A.To ensure indicators remain blocked after they become irrelevant
B.To remove the need for confidence scoring and validation
C.To prevent outdated indicators from causing unnecessary disruption
D.To make all intelligence sources equally trusted over time
Correct Answer: To prevent outdated indicators from causing unnecessary disruption
Explanation:
Indicators can become stale or be reassigned, so expiration reduces false positives and unnecessary blocking.
Incorrect! Try again.
27An attacker creates a new cloud access key and uses it from an unfamiliar country. Which data combination is most useful for investigating the event?
Threat Intelligence and Advanced Threat Hunting: techniques for effective threat hunting in the cloud
Medium
A.Printer logs, endpoint wallpaper, and asset purchase dates
B.Backup schedules, software licenses, and office locations
C.Cloud audit logs, identity events, and geolocation data
D.Application screenshots, source code, and DNS zone names
Correct Answer: Cloud audit logs, identity events, and geolocation data
Explanation:
These sources reveal who created the key, how it was used, and whether the location differs from normal identity behavior.
Incorrect! Try again.
28A cloud workload is short-lived and may disappear before an investigation begins. Which practice best preserves evidence for threat hunting?
Threat Intelligence and Advanced Threat Hunting: techniques for effective threat hunting in the cloud
Medium
A.Centralize workload, control-plane, and network logs continuously
B.Store each workload's logs only on its local file system
C.Collect logs manually only after an incident is confirmed
D.Disable autoscaling until analysts complete every investigation
Correct Answer: Centralize workload, control-plane, and network logs continuously
Explanation:
Continuous centralized logging preserves evidence even when ephemeral workloads are terminated or replaced.
Incorrect! Try again.
29An employee who normally accesses a few customer records downloads thousands shortly before resigning. Which detection method best identifies this risk?
Threat Intelligence and Advanced Threat Hunting: behavioral analytics for detecting insider threats
Medium
A.Search only for malware signatures on the employee's computer
B.Compare the activity with the user's established behavioral baseline
C.Treat the download as safe because valid credentials were used
D.Block all customer-record access outside standard office hours
Correct Answer: Compare the activity with the user's established behavioral baseline
Explanation:
Behavioral analytics identifies deviations from normal patterns, including unusual data volume performed with legitimate credentials.
Incorrect! Try again.
30A privileged administrator regularly transfers large backup files as part of assigned duties. How should a behavioral analytics system reduce false positives for this activity?
Threat Intelligence and Advanced Threat Hunting: behavioral analytics for detecting insider threats
Medium
A.Build role-aware baselines that include the administrator's normal duties
B.Alert whenever any user transfers more than one file
C.Exclude every privileged account from behavioral monitoring
D.Apply identical access thresholds to all organizational roles
Correct Answer: Build role-aware baselines that include the administrator's normal duties
Explanation:
Role-aware baselines distinguish expected privileged activity from meaningful deviations while preserving monitoring coverage.
Incorrect! Try again.
31A modern SOC is overwhelmed by alerts from endpoints, cloud platforms, and identity systems. Which capability most directly improves cross-environment investigation?
Emerging Trends and the Future of SOC Analysis: introduction
Medium
A.Manual duplication of every alert into separate tracking systems
B.Centralized correlation of telemetry from multiple security sources
C.Longer retention of alerts without normalization or prioritization
D.Independent review of each tool without shared incident context
Correct Answer: Centralized correlation of telemetry from multiple security sources
Explanation:
Centralized correlation combines related evidence into a common incident context, improving prioritization and investigation.
Incorrect! Try again.
32A SOC deploys machine learning to prioritize alerts. Which practice is most important for maintaining reliable results as attacker behavior changes?
Emerging Trends and the Future of SOC Analysis: emerging trends and the future of SOC analysis
Medium
A.Monitor model performance and retrain it with relevant data
B.Allow the model to close every high-risk alert automatically
C.Remove analyst feedback from the model evaluation process
D.Keep the initial model unchanged to preserve consistency
Correct Answer: Monitor model performance and retrain it with relevant data
Explanation:
Models can lose accuracy as environments and threats change, so performance monitoring and retraining are necessary.
Incorrect! Try again.
33How can generative AI most appropriately assist a SOC analyst during an investigation?
Emerging Trends and the Future of SOC Analysis: emerging trends and the future of SOC analysis
Medium
A.Execute destructive containment actions without human approval
B.Assign threat attribution without supporting intelligence sources
C.Replace all telemetry collection with generated incident narratives
D.Summarize evidence and suggest queries for analyst validation
Correct Answer: Summarize evidence and suggest queries for analyst validation
Explanation:
Generative AI can accelerate investigation by summarizing data and proposing actions, but analysts should validate its output.
Incorrect! Try again.
34A company adopts several SaaS and infrastructure cloud providers. What is the most significant operational change required in its SOC?
Emerging Trends and the Future of SOC Analysis: impact of cloud security on SOC operations
Medium
A.Integrate provider telemetry and understand shared-responsibility boundaries
B.Use endpoint antivirus as the sole source of cloud visibility
C.Transfer all detection responsibilities to the cloud providers
D.Monitor only physical network devices located in company offices
Correct Answer: Integrate provider telemetry and understand shared-responsibility boundaries
Explanation:
Cloud SOC operations require visibility across provider services and clear knowledge of which security tasks remain with the customer.
Incorrect! Try again.
35A SOC detects repeated cloud storage misconfigurations across multiple accounts. Which improvement would address the issue most effectively?
Emerging Trends and the Future of SOC Analysis: impact of cloud security on SOC operations
Medium
A.Disable cloud audit logging to reduce the number of alerts
B.Review storage settings only during the annual compliance audit
C.Continuously evaluate configurations against approved security policies
D.Focus investigations only on storage systems already breached
Correct Answer: Continuously evaluate configurations against approved security policies
Explanation:
Continuous posture assessment detects configuration drift early and enables remediation before exposure leads to compromise.
Incorrect! Try again.
36Which development is most likely to increase the need for identity-focused detection in future SOC operations?
Emerging Trends and the Future of SOC Analysis: predicting future directions
Medium
A.Growth in cloud services, remote access, and machine identities
B.Elimination of third-party access to organizational systems
C.Decline in the use of authentication for sensitive resources
D.Replacement of digital services with isolated paper processes
Correct Answer: Growth in cloud services, remote access, and machine identities
Explanation:
As access becomes distributed, identities and credentials increasingly form the primary control plane and attack surface.
Incorrect! Try again.
37A SOC leader is planning for attackers who increasingly use automation. Which investment best prepares the SOC for this trend?
Emerging Trends and the Future of SOC Analysis: predicting future directions
Medium
A.Complete reliance on static signatures created during deployment
B.Real-time analytics combined with controlled response automation
C.Monthly manual log reviews performed by a single analyst
D.Permanent suppression of alerts generated outside business hours
Correct Answer: Real-time analytics combined with controlled response automation
Explanation:
Automated attacks operate quickly, requiring timely detection and governed automation to contain threats at a similar speed.
Incorrect! Try again.
38A SOAR playbook receives an alert about a suspicious email attachment. Which sequence is the most appropriate automated workflow?
Emerging Trends and the Future of SOC Analysis: SOAR
Medium
A.Close the alert, archive the attachment, and remove related telemetry
B.Enrich the alert, assess risk, quarantine the email, and notify analysts
C.Delete all employee email, reset every password, and close the alert
D.Notify analysts, ignore enrichment, and permanently disable email
Correct Answer: Enrich the alert, assess risk, quarantine the email, and notify analysts
Explanation:
A sound SOAR workflow gathers context, evaluates risk, performs proportionate containment, and keeps analysts informed.
Incorrect! Try again.
39Which incident is the best candidate for initial SOAR implementation?
Emerging Trends and the Future of SOC Analysis: SOAR
Medium
A.An unknown outage with no available telemetry or response procedure
B.A frequent phishing alert with stable and documented response steps
Correct Answer: A frequent phishing alert with stable and documented response steps
Explanation:
SOAR provides the most value for repetitive, high-volume processes with predictable inputs and well-defined response actions.
Incorrect! Try again.
40A user authenticated successfully in the morning but later connects from an unmanaged device to a sensitive database. What should a zero-trust system do?
Emerging Trends and the Future of SOC Analysis: zero-trust security model
Medium
A.Allow access because the user completed authentication earlier that day
B.Reevaluate identity, device posture, and access context before allowing access
C.Trust the connection because it originates from the corporate network
D.Grant permanent database access based only on the user's department
Correct Answer: Reevaluate identity, device posture, and access context before allowing access
Explanation:
Zero trust continuously evaluates each access request using identity, device health, resource sensitivity, and current context.
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41A threat-hunting team receives an intelligence report describing an adversary's preferred tools but no confirmed indicators of compromise. What is the most defensible first action?
Threat Intelligence and Advanced Threat Hunting: introduction
Hard
A.Search only for the listed file hashes
B.Block every domain associated with the adversary
C.Translate the report into testable behavioral hypotheses
D.Wait until an internal alert confirms the report
Correct Answer: Translate the report into testable behavioral hypotheses
Explanation:
Threat hunting should convert intelligence into hypotheses about behaviors, techniques, and observable evidence rather than depend only on static indicators.
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42Which combination best distinguishes advanced threat hunting from conventional alert-driven monitoring?
Threat Intelligence and Advanced Threat Hunting: introduction
Hard
A.Centralized logging with longer retention periods
B.Automated blocking of all suspicious addresses
C.Higher alert volume with stricter severity thresholds
D.Continuous hypothesis testing across weak signals
Correct Answer: Continuous hypothesis testing across weak signals
Explanation:
Advanced hunting proactively investigates plausible attack behaviors, correlating weak and incomplete signals that may not generate individual alerts.
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43A hunter wants to test whether an attacker is using valid accounts for lateral movement without relying on known malware signatures. Which approach is strongest?
Threat Intelligence and Advanced Threat Hunting: advanced threat-hunting methodologies
Hard
A.Compare authentication paths with established user baselines
B.Search proxy logs for previously reported malware domains
C.Scan endpoints exclusively for unsigned executables
D.Block all logins occurring outside business hours
Correct Answer: Compare authentication paths with established user baselines
Explanation:
Valid-account abuse is better detected through unusual authentication sequences, destinations, timing, and privilege use than through malware signatures.
Incorrect! Try again.
44In a detection-engineering feedback loop, a hunt finds repeated benign administrative activity that triggers a high-confidence rule. What is the most appropriate next step?
Threat Intelligence and Advanced Threat Hunting: advanced threat-hunting methodologies
Hard
A.Increase the rule severity to force analyst review
B.Delete the rule because it produced false positives
C.Refine the rule using contextual discriminators
D.Suppress all activity from the administrative account
Correct Answer: Refine the rule using contextual discriminators
Explanation:
Context such as target systems, change tickets, execution paths, and timing can reduce false positives while preserving detection of malicious variants.
Incorrect! Try again.
45Why should confidence, freshness, and provenance be attached to intelligence before it drives automated containment?
Threat Intelligence and Advanced Threat Hunting: lifecycle intelligence for automated response
Hard
A.They determine whether an indicator can be safely acted upon
B.They eliminate the need for analyst review during incidents
C.They convert tactical indicators into permanent blocking rules
D.They guarantee that every indicator identifies a compromised host
Correct Answer: They determine whether an indicator can be safely acted upon
Explanation:
Automated response requires assessing reliability, age, source quality, and context to avoid disrupting legitimate activity or acting on stale intelligence.
Incorrect! Try again.
46An IP reputation feed marks a shared cloud address as malicious, but the address is now assigned to unrelated tenants. Which lifecycle control is most important before automated blocking?
Threat Intelligence and Advanced Threat Hunting: lifecycle intelligence for automated response
Hard
A.Apply the block to every connected subnet
B.Increase the indicator's expiration period
C.Require contextual enrichment and confidence validation
D.Replace the IP indicator with a broader country block
Correct Answer: Require contextual enrichment and confidence validation
Explanation:
Shared infrastructure creates attribution and collateral-damage risks, so automated action should consider current ownership, observed behavior, and confidence.
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47Which design best prevents an automated response playbook from repeatedly re-triggering itself during an incident?
Threat Intelligence and Advanced Threat Hunting: lifecycle intelligence for automated response
Hard
A.Route every repeated event to a separate analyst queue
B.Disable all response actions after the first execution
C.Increase the number of response actions per alert
D.Use idempotent actions with state tracking and suppression
Correct Answer: Use idempotent actions with state tracking and suppression
Explanation:
Idempotent actions produce the same safe result when repeated, while state tracking and suppression prevent feedback loops and duplicate containment.
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48A cloud hunter investigates suspected credential compromise. Which evidence set provides the strongest basis for identifying anomalous use of the credential?
Threat Intelligence and Advanced Threat Hunting: techniques for effective threat hunting in the cloud
Hard
A.Login country and password age only
B.Cloud provider status pages and billing summaries
C.API calls, token context, resource paths, and timing
D.Endpoint antivirus results and local file names
Correct Answer: API calls, token context, resource paths, and timing
Explanation:
Cloud credential misuse is best assessed through API behavior, session or token attributes, accessed resources, sequencing, and temporal patterns.
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49A cloud storage exposure hunt produces inconsistent results because object access logs are absent in some accounts. What is the primary analytical limitation?
Threat Intelligence and Advanced Threat Hunting: techniques for effective threat hunting in the cloud
Hard
A.The hunt can rely on network flow logs to reconstruct every object read
B.The hunt cannot distinguish absence of evidence from evidence of absence
C.The hunt will automatically overestimate the number of exposed objects
D.The hunt remains complete if identity-provider logs are available
Correct Answer: The hunt cannot distinguish absence of evidence from evidence of absence
Explanation:
Missing telemetry creates coverage gaps; without object-level events, investigators cannot reliably conclude that unauthorized access did not occur.
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50Which cloud hunting strategy is most resilient to rapidly changing workloads and ephemeral resources?
Threat Intelligence and Advanced Threat Hunting: techniques for effective threat hunting in the cloud
Hard
A.Track immutable hostnames across every deployment
B.Depend on fixed IP allowlists for workload attribution
C.Investigate only long-lived virtual machines
D.Prioritize identities, control-plane actions, and resource relationships
Correct Answer: Prioritize identities, control-plane actions, and resource relationships
Explanation:
Ephemeral infrastructure changes names and addresses frequently, whereas identities, API activity, and relationships between resources provide more durable investigative context.
Incorrect! Try again.
51Why is a peer-group baseline generally preferable to a single global baseline for insider-threat detection?
Threat Intelligence and Advanced Threat Hunting: behavioral analytics for detecting insider threats
Hard
A.It removes the need to understand job responsibilities
B.It makes rare but authorized actions impossible
C.It reduces legitimate-role variation being mistaken for abuse
D.It guarantees that anomalous behavior is malicious
Correct Answer: It reduces legitimate-role variation being mistaken for abuse
Explanation:
Users in different roles have different normal access patterns, so peer-group comparisons improve precision while preserving meaningful anomalies.
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52An employee downloads unusually large datasets shortly before resignation, but the downloads match an approved migration project. Which response best reflects sound behavioral analytics?
Threat Intelligence and Advanced Threat Hunting: behavioral analytics for detecting insider threats
Hard
A.Ignore the event because approved projects cannot be abused
B.Treat the event as malicious because the timing is suspicious
C.Disable the employee account until the investigation is complete
D.Correlate authorization, destination, scope, and project evidence
Correct Answer: Correlate authorization, destination, scope, and project evidence
Explanation:
Behavioral anomalies require contextual validation; suspicious timing alone should neither establish malicious intent nor dismiss the risk.
Incorrect! Try again.
53Which modeling error most directly increases false positives when detecting insider threats in a highly seasonal business?
Threat Intelligence and Advanced Threat Hunting: behavioral analytics for detecting insider threats
Hard
A.Separating privileged users from ordinary users
B.Using a static baseline that ignores predictable seasonal changes
C.Including access times and data volume in the feature set
D.Requiring corroboration from multiple independent signals
Correct Answer: Using a static baseline that ignores predictable seasonal changes
Explanation:
A static baseline treats recurring seasonal workload changes as anomalies, reducing precision and potentially overwhelming investigators.
Incorrect! Try again.
54What is the central analytical challenge created by the increasing automation of SOC operations?
Emerging Trends and the Future of SOC Analysis: introduction
Hard
A.Maintaining human oversight over opaque and consequential decisions
B.Ensuring analysts manually execute every containment action
C.Eliminating the need for incident prioritization
D.Replacing all telemetry with endpoint-only measurements
Correct Answer: Maintaining human oversight over opaque and consequential decisions
Explanation:
Automation improves scale, but SOCs must preserve explainability, accountability, exception handling, and appropriate human approval for high-impact actions.
Incorrect! Try again.
55A SOC adopts an AI-assisted detection system that lowers alert volume but occasionally suppresses novel attack patterns. Which metric pairing best exposes this trade-off?
Emerging Trends and the Future of SOC Analysis: emerging trends and the future of SOC analysis
Hard
A.Mean time to acknowledge and analyst attendance
B.Number of dashboards and storage utilization
C.Alert count and total log ingestion
D.False-negative rate and detection coverage over attack techniques
Correct Answer: False-negative rate and detection coverage over attack techniques
Explanation:
Reduced alert volume is valuable only if meaningful attack coverage is maintained; false negatives and technique coverage reveal hidden detection loss.
Incorrect! Try again.
56In a multi-cloud environment, what operational change is most necessary for reliable SOC analysis?
Emerging Trends and the Future of SOC Analysis: impact of cloud security on SOC operations
Hard
A.Assign each cloud provider to an isolated SOC with no correlation
B.Collect only perimeter firewall logs from each provider
C.Use one provider's native event schema without transformation
D.Normalize identity, resource, and action semantics across providers
Correct Answer: Normalize identity, resource, and action semantics across providers
Explanation:
Cross-cloud investigations depend on comparable identities, resources, actions, and timestamps so analysts can correlate activity across different provider schemas.
Incorrect! Try again.
57Which capability is most likely to distinguish mature future SOCs from organizations that merely deploy more security tools?
Emerging Trends and the Future of SOC Analysis: predicting future directions
Hard
A.A larger number of independent alert consoles
B.Maximum retention of every event without prioritization
C.Continuous validation of controls against adversary behavior
D.More frequent replacement of detection products
Correct Answer: Continuous validation of controls against adversary behavior
Explanation:
Mature SOCs measure whether controls detect and contain realistic attack paths, rather than equating tool count or data volume with security effectiveness.
Incorrect! Try again.
58A SOAR playbook enriches an alert, isolates a host, and opens a ticket. Which design most appropriately limits operational risk?
Emerging Trends and the Future of SOC Analysis: SOAR
Hard
A.Skip enrichment because containment is always the priority
B.Allow each integration to make independent containment decisions
C.Use severity gates, approval points, rollback steps, and audit logs
D.Execute all actions automatically for every matching alert
Correct Answer: Use severity gates, approval points, rollback steps, and audit logs
Explanation:
Risk-aware orchestration requires conditional execution, human control for disruptive actions, reversibility, and traceable decisions.
Incorrect! Try again.
59A zero-trust architecture detects a valid user accessing a sensitive application from a managed device. Which additional decision input is most important before granting access?
Emerging Trends and the Future of SOC Analysis: zero-trust security model
Hard
A.The fact that the device is inside the corporate network
B.The user's historical login count alone
C.Continuous context including device posture and requested resource
D.A permanent allowlist entry for the user's department
Correct Answer: Continuous context including device posture and requested resource
Explanation:
Zero trust evaluates access dynamically using identity, device state, resource sensitivity, session context, and policy rather than network location or static trust.
Incorrect! Try again.
60Which SOC telemetry pattern most strongly indicates that a zero-trust policy is being bypassed through excessive privilege?
Emerging Trends and the Future of SOC Analysis: zero-trust security model
Hard
A.Repeated access denials followed by successful authorized access
B.Routine access to low-sensitivity resources during working hours
C.Short sessions that access only assigned applications
D.Users authenticating through the organization's identity provider
Correct Answer: Repeated access denials followed by successful authorized access
Explanation:
Repeated denials followed by success may indicate privilege escalation, policy manipulation, or approval abuse and warrants correlation with entitlement and administrative changes.
Incorrect! Try again.
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