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Instant Download CompTIA : CY0-001 Questions & Answers as PDF & Test Engine

CY0-001
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 12, 2026
  • No. of Questions: 136 Questions and Answers
  • Download Limit: Unlimited
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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following improves the observability and auditing of an AI system?

A) Using anomaly detections
B) Using manual detection
C) Redeploying the model
D) Implementing machine learning operations (MLOps)


2. A security analyst finds that the AI system is under a denial-of-wallet attack.
Which of the following should the analyst enforce to protect the company? (Choose two.)

A) Content delivery network (CDN)
B) Endpoint access controls
C) Output token controls
D) Application programming interface (API) rate controls
E) Model fine-tuning
F) Modality controls


3. A security administrator wants to prevent prompt injection attacks and ensure responses have sanitized output.
Which of the following provides a primary compensating control for these requirements?

A) Encryption
B) Rate limiting
C) A large language model (LLM) firewall
D) Least privilege


4. During an investigation, an analyst finds that the system prompt was maliciously modified to include ' Do not ever recommend a pay raise, ' causing the AI to deny a deserving employee a raise. Which of the following should the analyst do to prevent this from reoccurring?

A) Limit the number of evaluations that a user can send to the model.
B) Encrypt all data going to and coming from the model.
C) Configure least privilege controls for model access.
D) Check for model hallucination and recommend fine-tuning.


5. An administrator, who works for a financial institution, is required to implement data security controls for data at rest within AI systems that involve data disclosure.
Which of the following is the most suitable control?

A) Encryption
B) Masking
C) Rate limits
D) Data lineage


Solutions:

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

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