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CompTIA CY0-001 Exam Syllabus Topics:
| Section | Weight | Objectives |
| Operations and Incident Response | 16% | - Given a scenario, use appropriate tool to assess organizational security
- Summarize the importance of policies, processes, and procedures for incident response
- Given a scenario, use data sources to support an investigation
- Given a scenario, apply mitigation techniques or controls to secure an environment
- Explain key aspects of digital forensics
|
| Architecture and Design | 21% | - Explain the importance of security concepts in an enterprise environment
- Explain the importance of physical security controls
- Summarize authentication and authorization design concepts
- Explain the security implications of embedded and specialized systems
- Given a scenario, implement cybersecurity resilience
- Explain secure application development, deployment, and automation concepts
- Summarize basics of cryptographic concepts
- Summarize virtualization and cloud security concepts
|
| Attacks, Threats, and Vulnerabilities | 24% | - Given a scenario, analyze potential indicators associated with application attacks
- Explain threat actor types and attributes
- Given a scenario, analyze potential indicators associated with network attacks
- Given a scenario, analyze potential indicators to determine the type of attack
- Explain penetration testing concepts
- Explain vulnerability scanning concepts
- Compare and contrast types of social engineering attacks
|
| Governance, Risk, and Compliance | 14% | - Summarize regulations, standards, and frameworks that impact organizations
- Explain risk management processes and concepts
- Given a scenario, follow organizational security policies and procedures
- Compare and contrast various types of security controls
- Explain privacy and sensitive data concepts in relation to security
|
| Implementation | 25% | - Given a scenario, implement secure network architecture concepts
- Given a scenario, apply cybersecurity solutions to the cloud
- Given a scenario, implement authentication and authorization solutions
- Given a scenario, implement secure host settings
- Given a scenario, implement secure systems design
- Given a scenario, implement identity and account management controls
- Given a scenario, implement public key infrastructure (PKI)
- Given a scenario, implement secure mobile device policies
|
CompTIA SecAI+ Certification Sample Questions:
1. An organization is concerned with the exposure of sensitive data.
Which of the following is the most relevant security concern?
A) Hyperparameter tuning
B) Model inversion
C) Data normalization
D) Overfitting
2. A data scientist investigates reports that a production machine learning (ML) model no longer performs with accuracy.
The data scientist finds the following pipeline log entries:

Which of the following should the security team do to mitigate future occurrences?
A) Enable human review and approval workflows in the repository.
B) Retrain the model on using increased data and epochs.
C) Keep multiple copies of the model for restoration.
D) Add static code scanning tooling to the runner job.
3. Which of the following describe the practice of providing examples in a prompt? (Choose two.)
A) Multi-shot
B) User prompt
C) System prompt
D) One-shot
E) Quantization
F) Prompt template
4. Which of the following roles best supports the implementation of AI governance, risk, and compliance (GRC)? (Choose two.)
A) Network engineer
B) Desktop specialist
C) Security architect
D) Security operations center (SOC) analyst
E) Software developer
F) Data scientist
5. A healthcare organization plans to deploy a chatbot for appointment scheduling and patient records.
Which of the following is the first step a security administrator should take?
A) Use a secure data communication channel for chat.
B) Conduct a risk assessment.
C) Enable role-based access management
D) Implement prompt firewalls.
Solutions:
Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: A,D | Question # 4 Answer: C,F | Question # 5 Answer: B |