CompTIA CY0-001 Exam : CompTIA SecAI+ Certification Exam

CY0-001
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 10, 2026
  • Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Securing AI Systems40%- Security controls for AI systems
  • 1. Deployment environment security
  • 2. Model security: access, integrity, anti-tampering
  • 3. Data protection: integrity, confidentiality, privacy
- Secure AI development and operations
  • 1. DevSecOps integration for AI
  • 2. Secure MLOps and AI pipeline design
- Defending against AI-specific attacks
  • 1. Threat modeling for AI lifecycles
  • 2. Prompt injection, data poisoning, model inversion
  • 3. Adversarial example defense
AI-assisted Security24%- AI in security strategy and operations
  • 1. Threat modeling and risk assessment
  • 2. Compliance monitoring and auditing
- Security automation and orchestration
  • 1. Vulnerability management and assessment
  • 2. Workflow automation and response playbooks
- AI for threat detection and response
  • 1. Automated incident triage and correlation
  • 2. Accelerated threat hunting
  • 3. Anomaly detection and behavioral analysis
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. 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 Governance, Risk and Compliance19%- Governance frameworks and policies
  • 1. Organizational AI governance structures
  • 2. Global standards: NIST AI RMF, EU AI Act
  • 3. Responsible AI principles and ethics
- Compliance and legal requirements
  • 1. Transparency, accountability and auditability
  • 2. Data protection and privacy laws
- Risk management for AI
  • 1. AI risk identification and assessment
  • 2. Risk mitigation and control strategies

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following is required first in order to send a prompt query and response in a language model (LLM) system when authentication is enabled?

A) Endpoint access control
B) Application programming interface gateway
C) Front-end web proxy gateway
D) Back-end access gateway


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) Developing an agentic penetration testing tool to validate potential vulnerable code
C) Using a security orchestration, automation, and response (SOAR) with a machine learning (ML) model to classify code
D) Deploying an integrated development environment (IDE) plug-in that will warn developers of dangerous code before compiling


3. A security analyst is preparing a presentation for the sales team that describes the most common vulnerabilities that are specific to AI applications.
Which of the following is the best source for the analyst to consult?

A) International Organization for Standards (ISO) 27001
B) National Institute of Technologies Risk Management Framework (NIST-RMF)
C) Open Worldwide Application Security Project (OWASP)
D) Common Weakness Enumeration (CWE)


4. An engineer is analyzing findings from a penetration test that indicate insufficient data encryption. The report also indicates that additional controls must be placed on the data. To protect against loss of intellectual property, the engineer must implement data security.
Part 1: Use drop-down menu to select the most appropriate protocol or cipher for each system component.
Part 2: Use the drop-down menu to select the most appropriate technique to apply to the modified data.


5. A social media company with more than a million lines of code wants to reduce the mean time to fix bugs and issues.
Which of the following is the most balanced AI strategy to automate the vulnerability management flow?

A) Having security analysts triage discovered issues and create tickets, but having a software engineer merge software
B) Using AI to triage discovered issues and create tickets, but having a software engineer merge software
C) Using AI to triage discovered issues, create tickets, and merge software fixes
D) Having security analysts triage discovered issues and create tickets, but using AI to merge software


Solutions:

Question # 1
Answer: A
Question # 2
Answer: A
Question # 3
Answer: C
Question # 4
Answer: Only visible for members
Question # 5
Answer: B

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