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| Section | Weight | Objectives |
|---|---|---|
| AI-Assisted Security | 24% | - Operational Use of AI
|
| Securing AI Systems | 40% | - AI System Protection
|
| Basic AI Concepts Related to Cybersecurity | 17% | - Generative AI Concepts
|
| AI Governance, Risk, and Compliance | 19% | - AI Governance Frameworks
|
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NEW QUESTION # 149
A line of business wants to onboard an application that uses a custom AI model for employee assessments.
The Chief Information Officer (CIO) agrees to allow the engagement to proceed but first wants a threat model.
Which of the following is the most appropriate to use for an AI threat model?
Answer: B
Explanation:
Basic Concept: Threat modeling for AI systems requires a framework specifically designed to address AI- specific attack techniques, tactics, and procedures. General cybersecurity or governance frameworks do not capture the unique adversarial attack surface of AI and ML systems. CompTIA SecAI+ Exam Objectives identify MITRE ATLAS as the primary AI threat modeling resource.
Why B is Correct: MITRE ATLAS (Adversarial Threat Landscape for AI Systems) is specifically designed as an AI and ML threat modeling framework. It catalogs real-world adversarial tactics, techniques, and procedures targeting AI systems, enabling security architects to identify and assess threats unique to ML models such as data poisoning, model extraction, and evasion attacks. It is the industry standard for AI- specific threat modeling.
Why A is Wrong: Responsible AI is a set of ethical principles and governance guidelines for developing and deploying AI systems fairly and safely. It addresses ethics and fairness, not technical adversarial threat modeling.
Why C is Wrong: The OECD provides non-binding policy recommendations and principles for AI governance at an international level. It does not provide technical threat modeling taxonomies or AI-specific attack catalogs.
Why D is Wrong: ISO standards such as ISO 42001 establish management system requirements for AI governance. They are compliance and management frameworks, not threat modeling tools for identifying adversarial AI attack vectors.
NEW QUESTION # 150
A global security operations center (SOC) wants to adapt and leverage the strength of AI in order to enhance its security operations.
Which of the following is the best way to enhance the global SOC functions?
Answer: D
Explanation:
Basic Concept: AI can augment SOC operations in various ways, but the most appropriate uses maintain human oversight and leverage AI ' s natural language understanding to reduce cognitive load on analysts.
CompTIA SecAI+ Study Guide identifies alert summarization as a high-value, low-risk AI application for SOC enhancement.
Why D is Correct: AI-powered alert summarization consolidates complex, high-volume security alerts into concise, actionable insights, helping analysts rapidly understand threats without reading extensive raw log data. This is a safe, bounded AI application that enhances analyst efficiency while preserving human decision- making authority, directly addressing the volume and complexity challenges SOCs face.
Why A is Wrong: Generating and executing code directly in production without human review introduces serious risk. AI-generated code may contain errors, security vulnerabilities, or unintended side effects that could disrupt or compromise production systems.
Why B is Wrong: Enabling an AI assistant to act autonomously with no human intervention violates the human-in-the-loop principle. Autonomous AI in a SOC without oversight could incorrectly contain legitimate systems, miss actual threats, or make consequential decisions without accountability.
Why C is Wrong: Deploying open-source models directly in production without proper vetting, security hardening, and compliance review introduces supply chain risk, model reliability concerns, and potential intellectual property issues into sensitive security operations.
NEW QUESTION # 151
Which techniques belong to the MITRE ATT&CK Command-and-Control phase? (Choose two.)
Answer: D,E
Explanation:
Beaconing and covert channels maintain communication with the attacker.
NEW QUESTION # 152
A security operations center (SOC) has a very high volume of logs and alerts. The manager proposes the implementation of machine learning (ML) system to help with triage. Which of the following tasks is most suitable?
Answer: C
Explanation:
Machine learning is best suited for analyzing large volumes of security data and distinguishing between true threats and false positives. By identifying and classifying alerts, the ML system helps the SOC prioritize incidents and reduce analyst workload.
NEW QUESTION # 153
Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?
Answer: D
Explanation:
Rate limiting restricts the number of requests within a set timeframe, preventing attackers from overwhelming the system with excessive traffic, making it the best control to mitigate a DoS attack.
NEW QUESTION # 154
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