CompTIA CY0-001 Valid Q&A - in .pdf

  • CY0-001 pdf
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 19, 2026
  • Q & A: 136 Questions and Answers
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  • Exam Code: CY0-001
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  • Updated: Aug 19, 2026
  • Q & A: 136 Questions and Answers
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CompTIA CY0-001 Valid Q&A - Testing Engine

  • CY0-001 Testing Engine
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 19, 2026
  • Q & A: 136 Questions and Answers
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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Securing AI Systems40%- Adversarial Defense
  • 1. Data poisoning mitigation
    • 2. Model extraction and inference attack defense
      - AI System Protection
      • 1. Secure AI pipelines and deployment environments
        • 2. Data protection and model security
          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
                  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. NIST AI RMF concepts
                        • 2. ISO/IEC AI governance alignment
                          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. 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

                                      CompTIA SecAI+ Certification Sample Questions:

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

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


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


                                      3. Which of the following strengthens the performance of a large language model (LLM) for malicious reconnaissance?

                                      A) Prompting a chatbot to describe server naming patterns and Internet Protocol (IP) ranges
                                      B) Enhancing a foundational model with the inclusion of retrieval-augmented generation (RAG)
                                      C) Creating a web scraper script using AI to capture the company website
                                      D) Instructing an AI assistant to query as an administrator


                                      4. A cybersecurity administrator must examine the cost of AI and implement controls so the research environment operates within a specified budget.
                                      Which of the following controls is best for this situation?

                                      A) Token limits
                                      B) Application programming interface (API) access
                                      C) Model guardrails
                                      D) Prompt firewalls


                                      5. Which of the following job roles in an organizational governance structure develops a model from business use cases?

                                      A) AI risk analyst
                                      B) Data scientist
                                      C) Machine learning operations (MLOps) engineer
                                      D) Platform architect


                                      Solutions:

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

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