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CompTIA CompTIA SecAI+ CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated Time: Jul 24, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts.
                                      Which of the following AI tools is the best for this task?

                                      A) Chatbot
                                      B) Generative AI
                                      C) Retrieval-augmented generation (RAG) AI
                                      D) Agentic AI


                                      2. A developer is proposing a new AI application for human resources systems. Which of the following are the most important considerations?

                                      A) Graphics and design
                                      B) Brevity and summarization
                                      C) Privacy and security
                                      D) Geniality and appeal


                                      3. A group of security engineers is developing a SIEM system that will be able to ingest data from multiple structured and unstructured sources, have a chatbot integrated with an LLM that the security analyst can interact with, and provide insights from the SIEM alert data.
                                      Which of the following techniques should the security engineers consider before collecting the data from the respective sources?

                                      A) Vector storage
                                      B) Cleansing
                                      C) Verification
                                      D) Balancing


                                      4. An organization deploys a browser-based AI plug-in to detect malicious websites and phishing links in corporate email.
                                      Which of the following techniques is used in this AI plug-in?

                                      A) Automated incident response
                                      B) Code quality testing
                                      C) Pattern recognition and signature matching
                                      D) Automated penetration testing


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

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


                                      Solutions:

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

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