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CompTIA CompTIA SecAI+ CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 23, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

1. An administrator, who works for a financial institution, is required to implement data security controls for data at rest within AI systems that involve data disclosure.
Which of the following is the most suitable control?

A) Masking
B) Data lineage
C) Rate limits
D) Encryption


2. A detection engineering team wants to use AI to automatically prevent vulnerable code from reaching production.
Which of the following is the most effective way to accomplish this task?

A) Implementing a large language model (LLM) in the continuous integration and continuous deployment (CI/CD) runner to examine code and pass or fail build jobs
B) Using a security orchestration, automation, and response (SOAR) with a machine learning (ML) model to classify code
C) Developing an agentic penetration testing tool to validate potential vulnerable code
D) Deploying an integrated development environment (IDE) plug-in that will warn developers of dangerous code before compiling


3. Which of the following is a key principle of responsible AI systems?

A) Maximizing model security
B) Using protected data for training
C) Operating with human-in-the-loop
D) Ensuring transparency and explainability


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

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


5. A large number of employees receive a video message in which the company ' s CEO states that the company will be filing for bankruptcy. After an investigation, it was discovered that the CEO did not send this message.
Which of the following is this scenario an example of?

A) Phishing
B) Deepfake
C) On-path attack
D) Social engineering


Solutions:

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

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