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CompTIA CY0-001 Exam Syllabus Topics:

Section	Weight	Objectives
Securing AI Systems	40%	- 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. 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
AI Governance, Risk and Compliance	19%	- 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. 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
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. Malicious use of generative AI 2. Adversarial machine learning attacks 3. Automated phishing, polymorphic malware - AI applications in security 1. Security automation and decision support 2. Threat detection and anomaly analysis
AI-assisted Security	24%	- AI in security strategy and operations 1. Threat modeling and risk assessment 2. Compliance monitoring and auditing - 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. Vulnerability management and assessment 2. Workflow automation and response playbooks

CompTIA SecAI+ Certification Sample Questions:

Question #1

Which of the following is the most impactful security risk associated with the use of a generative AI chatbot?

A. Overly permissive access
B. Data leakage
C. Weak encryption
D. Model validation

Reveal Solution Discussion 0

Correct Answer: B 🗳️

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Question #2

A company launches an AI application to monitor cloud misconfiguration and compliance. The AI application is shutting down development servers and opening ports during a client demonstration. Which of the following actions should the company take to return to normal operations and prevent future issues?

A. Disabling the cloud monitoring
B. Restarting the servers
C. Reconfiguring the firewall
D. Implementing human-in-the-loop

Reveal Solution Discussion 0

Correct Answer: D 🗳️

Question #3

A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts.
Which of the following AI tools is the best for this task?

A. Chatbot
B. Agentic AI
C. Generative AI
D. Retrieval-augmented generation (RAG) AI

Reveal Solution Discussion 0

Correct Answer: B 🗳️

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Question #4

A security operations center (SOC) has a very high volume of logs and alerts. The manager proposes the implementation of a machine learning (ML) system to help with triage.
Which of the following tasks is most suitable?