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Last Updated: Aug 16, 2026

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

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


                                      2. A company uses human review for software development validation and wants to add another validation layer.
                                      Which of the following should a security administrator use to accomplish this task?

                                      A) Regression testing
                                      B) Low-code plug-in
                                      C) AI-assisted approval
                                      D) Automated rollback


                                      3. An AI architect reviews AI utilization and wants to improve the user experience.
                                      Which of the following should the architect review within the logs?

                                      A) Rate monitoring
                                      B) Access controls
                                      C) Data storage
                                      D) Model accuracy


                                      4. A company deploys an internet-facing chatbot using RAG. Logs show that an administrator can retrieve employee names and usernames while an employee receives ' information not available. ' Which of the following is reducing the risk of sensitive data exposure in this scenario?

                                      A) Model-specific guardrails
                                      B) Data access controls
                                      C) Prompt templates
                                      D) Rate limiting


                                      5. A security administrator must implement security controls for AI systems.
                                      Which of the following access controls should the administrator set up first for authentication?

                                      A) Endpoint
                                      B) Model
                                      C) Server
                                      D) Data


                                      Solutions:

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

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