CompTIA SecAI+ Certification : CY0-001

CY0-001 real exams

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 20, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Basic AI Concepts Related to Cybersecurity17%- Generative AI Concepts
  • 1. Prompting and AI interaction fundamentals
    • 2. LLMs and generative AI basics
      - 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
              Topic 2: AI-Assisted Security24%- Operational Use of AI
              • 1. AI-enabled threat intelligence analysis
                • 2. Incident response acceleration
                  - Security Operations Enhancement
                  • 1. SOC automation and alert correlation
                    • 2. AI-driven threat detection and anomaly detection
                      Topic 3: 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
                              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. An organization is developing and implementing AI features into a customer service application.
                                      Which of the following practices should the organization put in place before releasing the application for customer trials?

                                      A) Approved AI vendor lists
                                      B) Data masking and sanitization
                                      C) External compliance audits
                                      D) Third-party risk management


                                      2. Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?

                                      A) Model guardrails
                                      B) Rate limiting
                                      C) Access controls
                                      D) End-to-end encryption


                                      3. A company introduces a large language model (LLM) in an application in order to monitor for a potential denial-of-service attack.
                                      Which of the following should the company use to measure the utilization of the LLM?

                                      A) Chain of thoughts
                                      B) Token
                                      C) Transformer
                                      D) Prompt


                                      4. A data scientist investigates reports that a production machine learning (ML) model no longer performs with accuracy.
                                      The data scientist finds the following pipeline log entries:

                                      Which of the following should the security team do to mitigate future occurrences?

                                      A) Enable human review and approval workflows in the repository.
                                      B) Keep multiple copies of the model for restoration.
                                      C) Add static code scanning tooling to the runner job.
                                      D) Retrain the model on using increased data and epochs.


                                      5. A company launches an AI application to monitor cloud misconfiguration and compliance. The AI application is shutting down development servers and opening ports during a client demonstration. Which of the following actions should the company take to return to normal operations and prevent future issues?

                                      A) Reconfiguring the firewall
                                      B) Disabling the cloud monitoring
                                      C) Implementing human-in-the-loop
                                      D) Restarting the servers


                                      Solutions:

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

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