CompTIA : CY0-001 Questions & Answers

Last Updated: Aug 24, 2026

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Basic AI Concepts Related to Cybersecurity17%- 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
          - Generative AI Concepts
          • 1. LLMs and generative AI basics
            • 2. Prompting and AI interaction fundamentals
              Topic 2: 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. ISO/IEC AI governance alignment
                    • 2. NIST AI RMF concepts
                      Topic 3: 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 4: 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

                                      CompTIA SecAI+ Certification Sample Questions:

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


                                      2. A customer-facing, AI-powered chatbot has been jailbroken through prompt injections. As a result, the AI model is offering a 99% discount on the purchase of a new vehicle.
                                      Which of the following should be implemented to enhance the model ' s robustness against such attacks?

                                      A) Bias filtering
                                      B) Guardrails
                                      C) Log monitoring
                                      D) System prompt


                                      3. Which of the following is the best example of an AI model that is trained to identify multiple points from input using a neural network to provide output for authentication?

                                      A) Facial recognition
                                      B) Encryption key
                                      C) Bounding box
                                      D) Open Authorization (OAuth)


                                      4. Which of the following is the primary purpose of validating data for an AI system?

                                      A) To reduce consumption of resources
                                      B) To automate the process
                                      C) To optimize the storage databases
                                      D) To ensure bias-free outcomes


                                      5. Which of the following is the most concerning risk for a company that allows corporate end users to use public-facing large language models (LLMs)?

                                      A) Inaccuracies due to hallucinations
                                      B) Malicious code generation
                                      C) Out-of-date acceptable use policies
                                      D) Data security regulatory violations


                                      Solutions:

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

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