• Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Certification Provider: CompTIA
  • Corresponding Certification:CompTIA SecAI+
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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

1. An AI security team must assess the probability of an attack on its new system and the impact associated with such an attack.
Which of the following threat-modeling resources best addresses the threat landscape for machine learning (ML)?

A) MITRE Adversarial Threat Landscape for AI Systems (ATLAS)
B) Massachusetts Institute of Technology (MIT) risk repository
C) Common Vulnerabilities and Exposures (CVE) AI working group
D) Open Worldwide Application Security Project (OWASP)


2. An organization deploys an application programming interface (API) to allow external customers to perform tasks supported by internally developed AI models. Some customers require limited use of sensitive data.
After the API is deployed, customers report that the API returns sensitive data to all customers. Which of the following is the best action to take with the API?

A) Reconfigure the API to use different models.
B) Relocate the model to a virtual private cloud (VPC).
C) Retrain the models on the correct data.
D) Implement role-based access control.


3. Which of the following is a key principle of responsible AI systems?

A) Using protected data for training
B) Maximizing model security
C) Operating with human-in-the-loop
D) Ensuring transparency and explainability


4. An administrator must conduct generative AI cost monitoring for use in the healthcare industry.
Which of the following criteria is the best way to calculate this cost?

A) Storage retrieval and prompt processing
B) Encryption and decryption processing
C) Catalog servicing and exchange processing
D) Connection access and exchange gateway


5. A security analyst needs to conduct a security assessment of the output from an AI-enabled development tool.
Which of the following should the analyst do first?

A) Perform a source code review.
B) Enable sensitive data discovery on code repositories.
C) Enforce strict access controls for code repositories.
D) Remove hard-coded secrets from the source code.


Solutions:

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

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