CompTIA CY0-001 Questions & Answers - in .pdf
- Total Q&A: 136
- Update: Aug 18, 2026
- Price: $59.99
- Vendor: CompTIA
- Exam Code: CY0-001
- Exam Name: CompTIA SecAI+ Certification Exam
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CompTIA CY0-001 Exam Syllabus Topics:
| Section | Weight | Objectives |
| Topic 1: Basic AI Concepts Related to Cybersecurity | 17% | - AI-driven threats and risks
- 1. Malicious use of generative AI
- 2. Automated phishing, polymorphic malware
- 3. Adversarial machine learning attacks
- Core AI principles and terminology
- 1. Machine learning, deep learning, NLP, automation
- 2. Generative AI concepts and capabilities
- AI applications in security
- 1. Threat detection and anomaly analysis
- 2. Security automation and decision support
|
| Topic 2: AI-assisted Security | 24% | - 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
|
| Topic 3: AI Governance, Risk and Compliance | 19% | - Compliance and legal requirements
- 1. Data protection and privacy laws
- 2. Transparency, accountability and auditability
- Risk management for AI
- 1. AI risk identification and assessment
- 2. Risk mitigation and control strategies
- Governance frameworks and policies
- 1. Organizational AI governance structures
- 2. Global standards: NIST AI RMF, EU AI Act
- 3. Responsible AI principles and ethics
|
| Topic 4: Securing AI Systems | 40% | - 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. Threat modeling for AI lifecycles
- 2. Prompt injection, data poisoning, model inversion
- 3. Adversarial example defense
- Secure AI development and operations
- 1. Secure MLOps and AI pipeline design
- 2. DevSecOps integration for AI
|
CompTIA SecAI+ Certification Sample Questions:
1. A short AI-generated video shows a celebrity ' s likeness talking about a fake public security event.
Which of the following was used to create this video?
A) Statistical analysis
B) Convolutional neural network
C) Random forest
D) Machine learning (ML) classifier
2. An organization deploys a browser-based AI plug-in to detect malicious websites and phishing links in corporate email.
Which of the following techniques is used in this AI plug-in?
A) Automated penetration testing
B) Automated incident response
C) Pattern recognition and signature matching
D) Code quality testing
3. Users report that the output of a generative AI application seems unrelated to the prompts and contains offensive content. A security team investigates and determines that there was an on-path attack.
Which of the following is the most likely attack method?
A) Domain hijacking
B) Application server hijacking
C) Session hijacking
D) Model hijacking
4. 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) Logistic regression
B) Convolutional neural network
C) Long short-term memory
D) Decision tree
5. A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population.
Which of the following types of risk is most applicable to this case?
A) Consistency
B) Bias
C) Transparency
D) Inclusiveness
Solutions:
Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: B |
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