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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

Question #1

An organization wants to reduce vulnerabilities after deployment. The organization decides to incorporate an AI-assisted early detection and vulnerability identification process in its development workflow.
Which of the following AI-assisted functions is the best option?

A. Automated deployment/rollback
B. System auditing
C. Incident management
D. Code linting

Answer: D