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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
AI Governance, Risk and Compliance19%- Compliance and legal requirements
  • 1. Data protection and privacy laws
  • 2. Transparency, accountability and auditability
- Governance frameworks and policies
  • 1. Responsible AI principles and ethics
  • 2. Global standards: NIST AI RMF, EU AI Act
  • 3. Organizational AI governance structures
- Risk management for AI
  • 1. Risk mitigation and control strategies
  • 2. AI risk identification and assessment
AI-assisted Security24%- AI in security strategy and operations
  • 1. Compliance monitoring and auditing
  • 2. Threat modeling and risk assessment
- Security automation and orchestration
  • 1. Vulnerability management and assessment
  • 2. Workflow automation and response playbooks
- AI for threat detection and response
  • 1. Accelerated threat hunting
  • 2. Anomaly detection and behavioral analysis
  • 3. Automated incident triage and correlation
Basic AI Concepts Related to Cybersecurity17%- 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. Threat detection and anomaly analysis
  • 2. Security automation and decision support
- Core AI principles and terminology
  • 1. Generative AI concepts and capabilities
  • 2. Machine learning, deep learning, NLP, automation
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. 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

CompTIA SecAI+ Certification Sample Questions:

1. User experience is declining since the launch of a large language model (LLM) in internal networks.
Which of the following should be the highest priority for the prompt engineers?

A) Customer success management
B) Sales life cycle
C) Business objectives
D) Quality control


2. Which of the following technologies is used in deepfake?

A) Prompt engineering
B) Multi-shot prompting
C) Transfer learning
D) Generative adversarial network (GAN)


3. Which of the following roles best supports the implementation of AI governance, risk, and compliance (GRC)? (Choose two.)

A) Desktop specialist
B) Security operations center (SOC) analyst
C) Software developer
D) Network engineer
E) Data scientist
F) Security architect


4. An organization implements a domain-specific AI chatbot. After operating normally for weeks, the model returns contextually incorrect responses - treating ' worm ' as a biological pest rather than a computer worm when answering a cybersecurity question.
Which of the following should the organization do to address the issue?

A) Encrypt the weights at rest.
B) Deploy prompt templates.
C) Configure guardrails.
D) Apply model access controls.


5. An architect is creating a threat model for an agentic system.
Which of the following should the architect do first?

A) Calculate the risk to resources based on data sensitivity.
B) Apply compensating controls based on exposure findings.
C) Scan for vulnerabilities from the Open Worldwide Application Security Project (OWASP) Top 10.
D) Identify the trust boundary between the components.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: D
Question # 3
Answer: E,F
Question # 4
Answer: C
Question # 5
Answer: D

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