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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Basic AI Concepts Related to Cybersecurity17%- AI applications in security
  • 1. Security automation and decision support
  • 2. Threat detection and anomaly analysis
- Core AI principles and terminology
  • 1. Generative AI concepts and capabilities
  • 2. Machine learning, deep learning, NLP, automation
- AI-driven threats and risks
  • 1. Malicious use of generative AI
  • 2. Adversarial machine learning attacks
  • 3. Automated phishing, polymorphic malware
Topic 2: AI-assisted Security24%- AI for threat detection and response
  • 1. Anomaly detection and behavioral analysis
  • 2. Accelerated threat hunting
  • 3. Automated incident triage and correlation
- AI in security strategy and operations
  • 1. Threat modeling and risk assessment
  • 2. Compliance monitoring and auditing
- Security automation and orchestration
  • 1. Workflow automation and response playbooks
  • 2. Vulnerability management and assessment
Topic 3: AI Governance, Risk and Compliance19%- Compliance and legal requirements
  • 1. Transparency, accountability and auditability
  • 2. Data protection and privacy laws
- Risk management for AI
  • 1. Risk mitigation and control strategies
  • 2. AI risk identification and assessment
- Governance frameworks and policies
  • 1. Organizational AI governance structures
  • 2. Global standards: NIST AI RMF, EU AI Act
  • 3. Responsible AI principles and ethics
Topic 4: Securing AI Systems40%- Defending against AI-specific attacks
  • 1. Threat modeling for AI lifecycles
  • 2. Prompt injection, data poisoning, model inversion
  • 3. Adversarial example defense
- Security controls for AI systems
  • 1. Data protection: integrity, confidentiality, privacy
  • 2. Deployment environment security
  • 3. Model security: access, integrity, anti-tampering
- Secure AI development and operations
  • 1. DevSecOps integration for AI
  • 2. Secure MLOps and AI pipeline design

CompTIA SecAI+ Certification Sample Questions:

1. A critical AI system cannot be shut down and must remain secure. Which of the following actions should be performed to apply controls?

A) Redeploying the production models
B) Removing the data encryption
C) Scanning logs to detect anomalies
D) Patching critical vulnerabilities


2. Which of the following is most resistant to AI manipulation?

A) Application programming interface (API) gateway
B) Attack surface reduction
C) AI-generated content
D) Payloads
E) Antivirus


3. A security analyst receives an alert about an AI system and is investigating the following output:

Which of the following is the most appropriate control the analyst should recommend?

A) Monitoring logs for attack words from the system
B) Hardening the Model Context Protocol server
C) Implementing user input validation
D) Integrating data sanitization


4. 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) Implementing human-in-the-loop
C) Reconfiguring the firewall
D) Restarting the servers


5. A short AI-generated video shows a celebrity ' s likeness talking about a fake public security event.
Which of the following was used to create this video?

A) Random forest
B) Convolutional neural network
C) Machine learning (ML) classifier
D) Statistical analysis


Solutions:

Question # 1
Answer: D
Question # 2
Answer: B
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: B

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