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CompTIA CY0-001 Actual Tests : CompTIA SecAI+ Certification Exam

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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

Question #1

Which of the following is an example of how a security analyst uses generative AI in the triage process?

  • A. To predict the next attack target with higher accuracy
  • B. To summarize security findings by category
  • C. To tag malware using machine learning (ML) algorithms
  • D. To use statistical analysis for malicious code assessment
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

Which of the following attacks would be the best to automate with AI during dynamic application software testing (DAST)?

  • A. Distributed denial-of-service (DDoS)
  • B. Data poisoning
  • C. Threat modeling
  • D. Payload creation
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

A cybersecurity engineer implements a large language model (LLM) tool to automate an incident management workflow. However, the output contains items that do not exist in the real world. Which of the following is a technique to address this issue?

  • A. Retrieval-augmented generation (RAG)
  • B. Output filtering
  • C. Watermarking
  • D. Data rebalancing
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

A legal firm permits employees to use a company-authorized chatbot for their research and reporting. In the past year, the firm had to retract some of its released documents because of incorrect references.
Which of the following best describes the weakness that caused this issue?

  • A. Overreliance
  • B. Insecure output handling
  • C. Excessive agency
  • D. Sensitive information disclosure
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #5

A developer is proposing a new AI application for human resources systems. Which of the following are the most important considerations?

  • A. Graphics and design
  • B. Privacy and security
  • C. Geniality and appeal
  • D. Brevity and summarization
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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