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CompTIA SecAI+ Certification Exam Sample Questions (Q21-Q26):
NEW QUESTION # 21
A SOC team has an AI agent that performs web searches and calls to the SOAR solution. The team is concerned about enterprise uptime and case resolution time.
Which of the following is the most appropriate use of the AI agent?
- A. To aggregate SOC metrics and generate reports for the leadership team
- B. To analyze and contain offending users or hosts using SOAR playbooks
- C. To create tabletop exercises so the team can increase its incident response speed
- D. To perform research using open-source intelligence to enrich the alerts
Answer: B
Explanation:
Basic Concept: AI agents in SOC environments can automate repetitive, rules-based response actions that previously required human intervention. When the primary concerns are enterprise uptime and case resolution time, the AI agent ' s ability to autonomously execute containment actions through SOAR is the most impactful application. CompTIA SecAI+ Study Guide covers AI agent use cases in security operations.
Why A is Correct: Using the AI agent to analyze incidents and execute containment actions through SOAR playbooks directly addresses both uptime and resolution time concerns. The agent can immediately analyze alert details, determine the appropriate playbook, and execute containment actions such as isolating compromised hosts or disabling compromised accounts autonomously, without waiting for human intervention. This dramatically reduces mean time to contain threats, improving both uptime and resolution speed.
Why B is Wrong: Enriching alerts with open-source intelligence improves analyst context but is a preparatory step rather than a response action. While valuable, it does not directly reduce resolution time by taking containment actions to stop ongoing threats.
Why C is Wrong: Aggregating metrics and generating leadership reports is an administrative function that consumes agent capacity for non-operational purposes. It improves visibility but does not directly improve uptime or case resolution time for active incidents.
Why D is Wrong: Creating tabletop exercises improves team preparedness over time through training scenarios. While beneficial for long-term capability development, it does not directly address the immediate concerns of enterprise uptime and active case resolution time.
NEW QUESTION # 22
Which of the following technologies is used in deepfake?
- A. Prompt engineering
- B. Multi-shot prompting
- C. Transfer learning
- D. Generative adversarial network (GAN)
Answer: D
Explanation:
Deepfakes are primarily created using GANs, where two neural networks (a generator and a discriminator) compete to produce highly realistic synthetic media, such as manipulated videos or images.
NEW QUESTION # 23
A vulnerability scan produces many false positives. What does this indicate?
- A. High confidence scoring
- B. High specificity, low sensitivity
- C. Low sensitivity, high specificity
- D. High sensitivity, low specificity
Answer: D
Explanation:
High sensitivity → catches many issues but lowers accuracy (more false positives).
NEW QUESTION # 24
Which of the following is the most concerning risk for a company that allows corporate end users to use public-facing large language models (LLMs)?
- A. Inaccuracies due to hallucinations
- B. Out-of-date acceptable use policies
- C. Data security regulatory violations
- D. Malicious code generation
Answer: C
Explanation:
Basic Concept: When employees interact with public-facing LLMs, any data they input may be processed, logged, or used for model training by the third-party provider. This creates serious regulatory and compliance risks, particularly when sensitive corporate or customer data is involved. CompTIA SecAI+ flags data governance and regulatory compliance as primary concerns in enterprise AI adoption.
Why C is Correct: Submitting sensitive business data, PII, financial records, or proprietary information to public LLMs may violate data protection regulations such as GDPR, HIPAA, or CCPA. These violations can result in substantial fines, legal liability, and significant reputational damage. This represents the most severe and impactful organizational risk from corporate use of public LLMs.
Why A is Wrong: Hallucinations where LLMs generate plausible but incorrect information are a reliability concern. However, they do not expose the company to the level of legal and financial penalties that data regulatory violations create.
Why B is Wrong: Out-of-date acceptable use policies represent an internal governance gap. This is a policy management issue rather than a direct risk with immediate legal or financial consequences.
Why D is Wrong: While LLMs can potentially generate malicious code if deliberately prompted, this requires adversarial intent. For typical corporate users, accidental data disclosure to a public LLM represents a far more common and immediate organizational risk.
NEW QUESTION # 25
A cybersecurity administrator needs a security mechanism that can validate input.
Which of the following controls should the administrator use?
- A. Token limits
- B. Prompt firewall
- C. Rate limits
- D. Input quantity
Answer: B
Explanation:
Basic Concept: Input validation is a fundamental security principle that checks incoming data against expected criteria before processing it. For AI systems, this requires a mechanism capable of inspecting the semantic content and structure of inputs - not just their volume or format. CompTIA SecAI+ Study Guide identifies prompt firewalls as the primary input validation control for AI systems.
Why A is Correct: A prompt firewall validates incoming inputs by inspecting their content against security policies, detecting malicious patterns such as injection strings or jailbreaking attempts, enforcing structural rules, and blocking non-compliant inputs before they reach the AI model. Unlike network firewalls that operate on packet headers, a prompt firewall understands the semantic content of AI prompts, making it the appropriate input validation mechanism for AI systems.
Why B is Wrong: Rate limits control how frequently inputs are submitted, not what those inputs contain. A malicious prompt submitted within rate limits will not be detected or blocked - rate limiting does not validate the content or intent of individual inputs.
Why C is Wrong: Token limits cap the maximum length of inputs and outputs in terms of tokens. While this can prevent excessively long inputs from being processed, it does not inspect input content for malicious patterns or validate that inputs conform to policy requirements.
Why D is Wrong: Input quantity is a generic term that might refer to limiting the number or size of inputs.
Like token limits and rate limits, quantity controls do not validate the content of inputs for security compliance or detect malicious prompt patterns.
NEW QUESTION # 26
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