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CompTIA CY0-001 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: 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 - 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
Topic 2: Securing AI Systems	40%	- Security controls for AI systems 1. Data protection: integrity, confidentiality, privacy 2. Deployment environment security 3. Model security: access, integrity, anti-tampering - Defending against AI-specific attacks 1. Threat modeling for AI lifecycles 2. Prompt injection, data poisoning, model inversion 3. Adversarial example defense - Secure AI development and operations 1. DevSecOps integration for AI 2. Secure MLOps and AI pipeline design
Topic 3: AI-assisted Security	24%	- Security automation and orchestration 1. Workflow automation and response playbooks 2. Vulnerability management and assessment - 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. Compliance monitoring and auditing 2. Threat modeling and risk assessment
Topic 4: 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. Threat detection and anomaly analysis 2. Security automation and decision support

CompTIA SecAI+ Certification Sample Questions:

Question #1

A cybersecurity analyst must use pattern recognition on a data set containing unstructured data.
Which of the following models is the best for this task?

A. Convolutional neural network
B. Long short-term memory
C. Decision tree
D. Logistic regression

Reveal Solution Discussion 0

Correct Answer: A 🗳️