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

CompTIA SecAI+ Certification Sample Questions:

Question #1

Which of the following is a key principle of responsible AI systems?

A. Ensuring transparency and explainability
B. Maximizing model security
C. Using protected data for training
D. Operating with human-in-the-loop

Reveal Solution Discussion 0

Correct Answer: A 🗳️