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CompTIA CY0-001 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implementation | 25% | - Given a scenario, implement public key infrastructure (PKI) - Given a scenario, implement secure systems design - Given a scenario, implement secure network architecture concepts - Given a scenario, implement authentication and authorization solutions - Given a scenario, implement secure mobile device policies - Given a scenario, implement identity and account management controls - Given a scenario, apply cybersecurity solutions to the cloud - Given a scenario, implement secure host settings |
| Architecture and Design | 21% | - Explain the importance of physical security controls - Explain the importance of security concepts in an enterprise environment - Given a scenario, implement cybersecurity resilience - Explain secure application development, deployment, and automation concepts - Summarize virtualization and cloud security concepts - Summarize authentication and authorization design concepts - Summarize basics of cryptographic concepts - Explain the security implications of embedded and specialized systems |
| Attacks, Threats, and Vulnerabilities | 24% | - Compare and contrast types of social engineering attacks - Explain vulnerability scanning concepts - Given a scenario, analyze potential indicators associated with application attacks - Given a scenario, analyze potential indicators associated with network attacks - Explain threat actor types and attributes - Given a scenario, analyze potential indicators to determine the type of attack - Explain penetration testing concepts |
| Operations and Incident Response | 16% | - Explain key aspects of digital forensics - Given a scenario, use appropriate tool to assess organizational security - Given a scenario, apply mitigation techniques or controls to secure an environment - Summarize the importance of policies, processes, and procedures for incident response - Given a scenario, use data sources to support an investigation |
| Governance, Risk, and Compliance | 14% | - Explain privacy and sensitive data concepts in relation to security - Explain risk management processes and concepts - Given a scenario, follow organizational security policies and procedures - Summarize regulations, standards, and frameworks that impact organizations - Compare and contrast various types of security controls |
CompTIA SecAI+ Certification Sample Questions:
Question 1
During the selection of a machine learning (ML)-based threat classification model, a cybersecurity administrator verifies that label distribution is highly unbalanced.
Which of the following processing techniques should the engineer use to balance the model?
A. Data lineage
B. Data provenance
C. Data verification
D. Data augmentation
Question 2
Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?
A. End-to-end encryption
B. Rate limiting
C. Model guardrails
D. Access controls
Question 3
A recently deployed AI system becomes persistently unavailable. A restart temporarily fixes the issue, but the issue happens again. Upon examination of API logs, an analyst finds that external calls continued to use system resources after the action completed.
Which of the following is the best way to improve availability of the system?
A. Enforcing session expiration
B. Implementing multifactor authentication (MFA)
C. Increasing system memory
D. Creating token limits
Question 4
A security consultant must summarize the impact of posture management on a machine learning (ML) use case.
Which of the following is the most appropriate reference for this purpose?
A. Organization for Economic Co-operation and Development (OECD) standards
B. European Union AI Act
C. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
D. Generative adversarial network (GAN)
Question 5
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. Convolutional neural network
B. Long short-term memory
C. Decision tree
D. Logistic regression
Solutions:
| Question 1 Answer: D | Question 2 Answer: B | Question 3 Answer: A | Question 4 Answer: C | Question 5 Answer: A |




