CompTIA SecAI+ Certification : CY0-001

  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 26, 2026
  • Q&As: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. Faculty members at a university are concerned about potential inherent bias and inconsistency in one department ' s AI plagiarism detection service.
                                      Which of the following principles will most likely address their concerns?

                                      A) Explainability
                                      B) Consistency
                                      C) Accountability
                                      D) Transparency


                                      2. An IT company implements an adaptable chatbot that learns from user prompts. Based on the conversation shown - where User 2 injected false information about a company acquisition that caused the chatbot to give incorrect responses to User 3 - which of the following compensating controls should an administrator implement to mitigate the issue?

                                      A) Rate-limiting application programming interfaces (APIs)
                                      B) Data encryption
                                      C) Transfer learning
                                      D) Guardrails


                                      3. A recent release of an AI software update exposes confidential customer information due to storage misconfiguration.
                                      Which of the following data security controls will help maintain confidentiality despite the data leak?

                                      A) Encryption at rest
                                      B) Model encryption
                                      C) Encryption in use
                                      D) Encryption in transit


                                      4. A security analyst finds that the AI system is under a denial-of-wallet attack.
                                      Which of the following should the analyst enforce to protect the company? (Choose two.)

                                      A) Application programming interface (API) rate controls
                                      B) Endpoint access controls
                                      C) Content delivery network (CDN)
                                      D) Model fine-tuning
                                      E) Output token controls
                                      F) Modality controls


                                      5. A critical AI system cannot be shut down and must remain secure. Which of the following actions should be performed to apply controls?

                                      A) Patching critical vulnerabilities
                                      B) Redeploying the production models
                                      C) Scanning logs to detect anomalies
                                      D) Removing the data encryption


                                      Solutions:

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

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