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CompTIA CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 08, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Governance, Risk, and Compliance19%- Risk and Compliance
  • 1. Ethical AI and responsible usage policies
    • 2. Regulatory compliance for AI systems
      - AI Governance Frameworks
      • 1. NIST AI RMF concepts
        • 2. ISO/IEC AI governance alignment
          Topic 2: Basic AI Concepts Related to Cybersecurity17%- Generative AI Concepts
          • 1. Prompting and AI interaction fundamentals
            • 2. LLMs and generative AI basics
              - AI Threat Landscape
              • 1. AI-driven cyber threats (phishing, malware automation)
                • 2. Adversarial AI and model manipulation
                  - AI and Machine Learning Fundamentals
                  • 1. Supervised, unsupervised, reinforcement learning
                    • 2. Neural networks and deep learning basics
                      Topic 3: Securing AI Systems40%- Adversarial Defense
                      • 1. Data poisoning mitigation
                        • 2. Model extraction and inference attack defense
                          - AI System Protection
                          • 1. Secure AI pipelines and deployment environments
                            • 2. Data protection and model security
                              Topic 4: AI-Assisted Security24%- Operational Use of AI
                              • 1. Incident response acceleration
                                • 2. AI-enabled threat intelligence analysis
                                  - Security Operations Enhancement
                                  • 1. SOC automation and alert correlation
                                    • 2. AI-driven threat detection and anomaly detection

                                      CompTIA SecAI+ Certification Sample Questions:

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


                                      2. 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) Scanning logs to detect anomalies
                                      C) Patching critical vulnerabilities
                                      D) Removing the data encryption


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

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


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

                                      A) Data poisoning
                                      B) Distributed denial-of-service (DDoS)
                                      C) Threat modeling
                                      D) Payload creation


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


                                      Solutions:

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

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