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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

Question #1

An IT company implements an adaptable chatbot that learns from user prompts. Based on the conversation shown - where User 2 injected false information about a company acquisition that caused the chatbot to give incorrect responses to User 3 - which of the following compensating controls should an administrator implement to mitigate the issue?

A. Data encryption
B. Rate-limiting application programming interfaces (APIs)
C. Transfer learning
D. Guardrails

Reveal Solution Discussion 0

Correct Answer: D 🗳️