CompTIA SecAI+ Certification : CY0-001

  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 07, 2026
  • Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:
SectionWeightObjectives
Basic AI Concepts Related to Cybersecurity17%- AI and Machine Learning Fundamentals
  • 1. Supervised, unsupervised, reinforcement learning
    • 2. Neural networks and deep learning basics
      - AI Threat Landscape
      • 1. Adversarial AI and model manipulation
        • 2. AI-driven cyber threats (phishing, malware automation)
          - Generative AI Concepts
          • 1. LLMs and generative AI basics
            • 2. Prompting and AI interaction fundamentals
              AI Governance, Risk, and Compliance19%- Risk and Compliance
              • 1. Regulatory compliance for AI systems
                • 2. Ethical AI and responsible usage policies
                  - AI Governance Frameworks
                  • 1. ISO/IEC AI governance alignment
                    • 2. NIST AI RMF concepts
                      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. Incident response acceleration
                            • 2. AI-enabled threat intelligence analysis
                              Securing AI Systems40%- AI System Protection
                              • 1. Data protection and model security
                                • 2. Secure AI pipelines and deployment environments
                                  - Adversarial Defense
                                  • 1. Data poisoning mitigation
                                    • 2. Model extraction and inference attack defense
                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. Developers introduce new features to their generative AI product in an effort to stand out from the competition and offer more value to customers.
                                      Which of the following most accurately explains the risks when enabling more functionality?

                                      A) The risks remain the same as before the new features were added.
                                      B) The risks increase when new features are added.
                                      C) The risks are proportional to the model ' s capabilities.
                                      D) The risks are measured qualitatively.


                                      2. A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
                                      Which of the following is the best recommendation?

                                      A) Retraining the model with more data and recent transaction patterns
                                      B) Rolling back the model and using a traditional fraud detection system
                                      C) Encrypting all the data processed by AI and applying further access controls
                                      D) Implementing AI token usage and rate limits


                                      3. Which of the following would most likely be used to prove that an image is AI generated?

                                      A) Watermarking
                                      B) Diffusion
                                      C) Guardrails
                                      D) Human validation


                                      4. Security analysts want to track potential user behavior anomalies over time. Which of the following is the most comprehensive approach?

                                      A) Leveraging browser plug-ins that monitor for uncommon sites visited by a user
                                      B) Running automated playbooks that monitor standard deviations from a user baseline
                                      C) Using an agentic large language model (LLM) to search for multiple instances of a username in logs
                                      D) Using an AI-enabled scanner to compare user permissions to other users in the department


                                      5. 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) Data lineage
                                      B) Masking
                                      C) Encryption
                                      D) Rate limits


                                      Solutions:

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

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