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CompTIA CompTIA SecAI+ CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 06, 2026

Q & A: 136 Questions and Answers

CY0-001 Free Demo download:

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Securing AI Systems40%- Security controls for AI systems
  • 1. Deployment environment security
  • 2. Data protection: integrity, confidentiality, privacy
  • 3. Model security: access, integrity, anti-tampering
- Defending against AI-specific attacks
  • 1. Prompt injection, data poisoning, model inversion
  • 2. Adversarial example defense
  • 3. Threat modeling for AI lifecycles
- Secure AI development and operations
  • 1. Secure MLOps and AI pipeline design
  • 2. DevSecOps integration for AI
Topic 2: Basic AI Concepts Related to Cybersecurity17%- AI-driven threats and risks
  • 1. Adversarial machine learning attacks
  • 2. Malicious use of generative AI
  • 3. Automated phishing, polymorphic malware
- AI applications in security
  • 1. Security automation and decision support
  • 2. Threat detection and anomaly analysis
- Core AI principles and terminology
  • 1. Machine learning, deep learning, NLP, automation
  • 2. Generative AI concepts and capabilities
Topic 3: AI-assisted Security24%- AI for threat detection and response
  • 1. Automated incident triage and correlation
  • 2. Anomaly detection and behavioral analysis
  • 3. Accelerated threat hunting
- Security automation and orchestration
  • 1. Vulnerability management and assessment
  • 2. Workflow automation and response playbooks
- AI in security strategy and operations
  • 1. Threat modeling and risk assessment
  • 2. Compliance monitoring and auditing
Topic 4: AI Governance, Risk and Compliance19%- Compliance and legal requirements
  • 1. Transparency, accountability and auditability
  • 2. Data protection and privacy laws
- Risk management for AI
  • 1. Risk mitigation and control strategies
  • 2. AI risk identification and assessment
- Governance frameworks and policies
  • 1. Responsible AI principles and ethics
  • 2. Organizational AI governance structures
  • 3. Global standards: NIST AI RMF, EU AI Act

CompTIA SecAI+ Certification Sample Questions:

1. A security consultant needs to detect attacks across a large language model (LLM) firewall.
Which of the following techniques should the consultant use?

A) Translation analysis
B) Signature matching
C) Distributed denial-of-service
D) Vulnerability enumeration


2. An organization recently developed an AI-powered product and discovers that it is vulnerable to attacks in which malicious actors can alter the input, causing the system to recommend inappropriate information.
Which of the following techniques is the most effective way to secure the system against manipulation attacks?

A) Feature regularization
B) Feature scaling
C) Cross-validation
D) Guardrails


3. 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) Implementing human-in-the-loop
C) Disabling the cloud monitoring
D) Restarting the servers


4. A customer-facing, AI-powered chatbot has been jailbroken through prompt injections. As a result, the AI model is offering a 99% discount on the purchase of a new vehicle.
Which of the following should be implemented to enhance the model ' s robustness against such attacks?

A) System prompt
B) Bias filtering
C) Log monitoring
D) Guardrails


5. A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.
Which of the following models should the analyst use?

A) Large language model (LLM)
B) Neural networks
C) Generative adversarial network (GAN)
D) Decision trees


Solutions:

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

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