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  • Total Questions: 136
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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following would most likely be used to prove that an image is AI generated?

A) Diffusion
B) Human validation
C) Watermarking
D) Guardrails


2. An attacker successfully completes a denial-of-service (DoS) attack through the context window of an AI system. Thousands of characters are obfuscated and hidden behind an emoji.
Which of the following techniques best mitigates this type of attack?

A) Fraud detection
B) Large language model (LLM)-as-a-judge
C) Prompt filter
D) Pattern recognition


3. A SOC analyst identifies that a user extracted the full system prompt from the company ' s chatbot by prompting it to repeat the last query and provide the entire conversation context. Which of the following mitigations reduces the risk to the AI system?

A) Using data version control to detect content manipulation
B) Restricting the LLM ' s access to internal services
C) Segregating and identifying external content
D) Enhancing model guardrails


4. A cybersecurity administrator generates patching reports using AI, but the process takes a long time. Which of the following is the best way to increase performance?

A) Have the AI download the full CVE database first to prevent multiple similar external queries.
B) Increase the amount of model tokens available to eliminate time-consuming session restarts.
C) Configure the AI system prompt to specify summarization algorithms.
D) Deploy a Model Context Protocol (MCP) server to delegate several versions of this query to the back- end LLM simultaneously.


5. An automobile manufacturer implements a chatbot to assist with configuration options for customer automobiles. Given a customer ' s prompt, the chatbot gives offensive responses.
Which of the following describes this behavior?

A) Jailbreaking
B) Model theft
C) Model skewing
D) Insecure output handling


Solutions:

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

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