CompTIA CY0-001 Exam Questions : CompTIA SecAI+ Certification Exam

  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 07, 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. Secure AI pipelines and deployment environments
        • 2. Data protection and model security
          Topic 2: AI-Assisted Security24%- Operational Use of AI
          • 1. Incident response acceleration
            • 2. AI-enabled threat intelligence analysis
              - Security Operations Enhancement
              • 1. SOC automation and alert correlation
                • 2. AI-driven threat detection and anomaly detection
                  Topic 3: Basic AI Concepts Related to Cybersecurity17%- AI Threat Landscape
                  • 1. AI-driven cyber threats (phishing, malware automation)
                    • 2. Adversarial AI and model manipulation
                      - Generative AI Concepts
                      • 1. Prompting and AI interaction fundamentals
                        • 2. LLMs and generative AI basics
                          - AI and Machine Learning Fundamentals
                          • 1. Neural networks and deep learning basics
                            • 2. Supervised, unsupervised, reinforcement learning
                              Topic 4: 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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. An AI security administrator receives an inquiry about an unusually high monthly bill from the AI solution provider. The administrator thinks the majority of staff might be using the most powerful model available.
                                      Which of the following AI measures should the administrator implement to lower costs?

                                      A) Modality types
                                      B) Token limits
                                      C) Storage monitoring
                                      D) Prompt firewalls


                                      2. Instructions: Click the (+) to assign each threat category into its appropriate framework.
                                      An architect is modeling an agentic system to meet security standards.


                                      3. A team of data scientists is ready to release a model for enterprise use. The team wants to protect the model from unintentional changes or tampering.
                                      Which of the following is the most appropriate action?

                                      A) Change the model to a large language model (LLM) for interactive features with guardrails.
                                      B) Integrate an application programming interface (API) with identity and access management (IAM) roles to interact with the model.
                                      C) Provide secure copies of the model for local runtime usage.
                                      D) Restrict access to only IT professionals in the organization.


                                      4. An organization recently created a custom model that integrates with a language model (LLM). The developer notices that the application programming interface (API) costs have increased.
                                      Which of the following is the best control to reduce cost?

                                      A) Adjusting token limits
                                      B) Reducing the model size
                                      C) Implementing prompt templates
                                      D) Increasing central processing unit (CPU) and memory


                                      5. A management team is concerned about an unexpected cost increase for a public-facing AI chatbot.
                                      Which of the following should a security administrator examine first to determine the root cause?

                                      A) Web application firewall (WAF) rules
                                      B) Firewall logs
                                      C) Vector database input/output operations per second performance
                                      D) Model token usage


                                      Solutions:

                                      Question # 1
                                      Answer: B
                                      Question # 2
                                      Answer: Only visible for members
                                      Question # 3
                                      Answer: B
                                      Question # 4
                                      Answer: A
                                      Question # 5
                                      Answer: D

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