CompTIA SecAI+ Certification Exam: CY0-001 Exam


"CompTIA SecAI+ Certification Exam", also known as CY0-001 exam, is a CompTIA Certification. With the complete collection of questions and answers, ExamcollectionPass has assembled to take you through 136 Q&As to your CY0-001 Exam preparation. In the CY0-001 exam resources, you will cover every field and category in CompTIA SecAI+ Certification helping to ready you for your successful CompTIA Certification.

  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Total Questions: 136

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
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
              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. AI-enabled threat intelligence analysis
                    • 2. Incident response acceleration
                      AI Governance, Risk, and Compliance19%- AI Governance Frameworks
                      • 1. ISO/IEC AI governance alignment
                        • 2. NIST AI RMF concepts
                          - Risk and Compliance
                          • 1. Ethical AI and responsible usage policies
                            • 2. Regulatory compliance for AI systems
                              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. An airline corporation wants to implement a chatbot application using a large language model (LLM) so its customers can ask questions and receive answers about flight details and have the option to upload files.
                                      Which of the following security controls should the airline use to protect against malicious input and unauthorized use beyond the service-level agreement? (Choose two.)

                                      A) Role-based access controls
                                      B) Model token quotas
                                      C) Firewall rules
                                      D) Prompt guardrails


                                      2. Which of the following International Organization for Standardization (ISO) standards should be selected for certification to use for third-party assurance for responsible AI practices?

                                      A) 27701
                                      B) 42001
                                      C) 20000
                                      D) 27001


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

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


                                      4. A user interface engineer adds new graphics to the latest release of an AI-integrated application. During the update, the engineer accidentally causes the model to retrain on unverified data. After the update, the model begins to return many errors.
                                      Which of the following is the best way to mitigate future errors?

                                      A) Model development life cycle
                                      B) Role-based access control
                                      C) Web application firewall
                                      D) Generative adversarial network


                                      5. An IT company implements an adaptable chatbot that learns from user prompts. Based on the conversation shown - where User 2 injected false information about a company acquisition that caused the chatbot to give incorrect responses to User 3 - which of the following compensating controls should an administrator implement to mitigate the issue?

                                      A) Rate-limiting application programming interfaces (APIs)
                                      B) Data encryption
                                      C) Transfer learning
                                      D) Guardrails


                                      Solutions:

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

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