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CompTIA CY0-001 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Basic AI Concepts Related to Cybersecurity	17%	- AI-driven threats and risks 1. Automated phishing, polymorphic malware 2. Malicious use of generative AI 3. Adversarial machine learning attacks - AI applications in security 1. Threat detection and anomaly analysis 2. Security automation and decision support - Core AI principles and terminology 1. Machine learning, deep learning, NLP, automation 2. Generative AI concepts and capabilities
Topic 2: AI-assisted Security	24%	- AI for threat detection and response 1. Automated incident triage and correlation 2. Accelerated threat hunting 3. Anomaly detection and behavioral analysis - Security automation and orchestration 1. Workflow automation and response playbooks 2. Vulnerability management and assessment - AI in security strategy and operations 1. Threat modeling and risk assessment 2. Compliance monitoring and auditing
Topic 3: Securing AI Systems	40%	- Secure AI development and operations 1. DevSecOps integration for AI 2. Secure MLOps and AI pipeline design - Security controls for AI systems 1. Deployment environment security 2. Data protection: integrity, confidentiality, privacy 3. Model security: access, integrity, anti-tampering - Defending against AI-specific attacks 1. Threat modeling for AI lifecycles 2. Adversarial example defense 3. Prompt injection, data poisoning, model inversion
Topic 4: AI Governance, Risk and Compliance	19%	- Compliance and legal requirements 1. Data protection and privacy laws 2. Transparency, accountability and auditability - Risk management for AI 1. AI risk identification and assessment 2. Risk mitigation and control strategies - Governance frameworks and policies 1. Responsible AI principles and ethics 2. Global standards: NIST AI RMF, EU AI Act 3. Organizational AI governance structures

CompTIA SecAI+ Certification Sample Questions:

1. A security administrator wants to prevent prompt injection attacks and ensure responses have sanitized output.
Which of the following provides a primary compensating control for these requirements?

A) Rate limiting
B) Encryption
C) A large language model (LLM) firewall
D) Least privilege

2. Which of the following is an example of how a security analyst uses generative AI in the triage process?

A) To summarize security findings by category
B) To tag malware using machine learning (ML) algorithms
C) To predict the next attack target with higher accuracy
D) To use statistical analysis for malicious code assessment

3. An airline corporation wants to implement a chatbot application using a large language model (LLM) so its customers can ask questions and receive answers about flight details and have the option to upload files.
Which of the following security controls should the airline use to protect against malicious input and unauthorized use beyond the service-level agreement? (Choose two.)

A) Firewall rules
B) Model token quotas
C) Role-based access controls
D) Prompt guardrails

4. A security architect performs threat modeling of an AI system. The architect needs to determine which attacks can be performed against the system.
Which of the following actions should the architect take next?

A) Leverage a large language model (LLM) to map likely attack paths based on the code base.
B) Identify trust boundaries and perform threat modeling with Open Worldwide Application Security Project (OWASP) Top 10.
C) Analyze MITRE Adversarial Threat Landscape for AI Systems (ATLAS) for tactics, techniques, and procedures (TTPs).
D) Quantify the risk of known vulnerabilities identified in the AI system.

5. A company is adopting AI and wants to create policies and procedures that include a structure for evaluating, publishing, and approving patterns for AI usage.
Which of the following should the company establish to meet this goal?

A) AI data science division
B) AI audit department
C) AI center of excellence
D) AI legal affairs office

Solutions:

Question # 1
Answer: C

Question # 2
Answer: A

Question # 3
Answer: B,D

Question # 4
Answer: C

Question # 5
Answer: C