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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

1. A penetration tester is assessing the controls of a deployed AI system that is designed to search and return the contents of files.
The tester runs the following:

Which of the following is the best control to prevent abuse of the system?

A) Reducing the privilege scope of the service account
B) Segmenting the workload into a separate virtual private cloud (VPC)
C) Adding a large language model (LLM) guardrails library to the application code
D) Implementing custom detection rules for anomalous model behavior


2. Faculty members at a university are concerned about potential inherent bias and inconsistency in one department ' s AI plagiarism detection service.
Which of the following principles will most likely address their concerns?

A) Transparency
B) Accountability
C) Explainability
D) Consistency


3. A cybersecurity analyst must use pattern recognition on a data set containing unstructured data.
Which of the following models is the best for this task?

A) Decision tree
B) Convolutional neural network
C) Logistic regression
D) Long short-term memory


4. A social media company with more than a million lines of code wants to reduce the mean time to fix bugs and issues.
Which of the following is the most balanced AI strategy to automate the vulnerability management flow?

A) Having security analysts triage discovered issues and create tickets, but having a software engineer merge software
B) Having security analysts triage discovered issues and create tickets, but using AI to merge software
C) Using AI to triage discovered issues and create tickets, but having a software engineer merge software
D) Using AI to triage discovered issues, create tickets, and merge software fixes


5. Which of the following should an auditor reference when reviewing a company ' s human resources AI systems for legal non-compliance?

A) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
B) European Union (EU) AI Act
C) Organization for Economic Cooperation and Development (OECD) standard
D) International Organization for Standardization (ISO)


Solutions:

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

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