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CompTIA CY0-001 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Implementation | 25% | - Given a scenario, implement secure systems design - Given a scenario, implement authentication and authorization solutions - Given a scenario, implement secure mobile device policies - Given a scenario, apply cybersecurity solutions to the cloud - Given a scenario, implement secure host settings - Given a scenario, implement secure network architecture concepts - Given a scenario, implement identity and account management controls - Given a scenario, implement public key infrastructure (PKI) |
| Topic 2: Architecture and Design | 21% | - Summarize basics of cryptographic concepts - Explain secure application development, deployment, and automation concepts - Explain the importance of security concepts in an enterprise environment - Explain the security implications of embedded and specialized systems - Explain the importance of physical security controls - Given a scenario, implement cybersecurity resilience - Summarize authentication and authorization design concepts - Summarize virtualization and cloud security concepts |
| Topic 3: Governance, Risk, and Compliance | 14% | - Compare and contrast various types of security controls - Explain privacy and sensitive data concepts in relation to security - Given a scenario, follow organizational security policies and procedures - Explain risk management processes and concepts - Summarize regulations, standards, and frameworks that impact organizations |
| Topic 4: Operations and Incident Response | 16% | - Given a scenario, use appropriate tool to assess organizational security - Explain key aspects of digital forensics - 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 |
| Topic 5: Attacks, Threats, and Vulnerabilities | 24% | - Explain penetration testing concepts - Given a scenario, analyze potential indicators to determine the type of attack - Explain vulnerability scanning concepts - Explain threat actor types and attributes - Compare and contrast types of social engineering attacks - Given a scenario, analyze potential indicators associated with network attacks - Given a scenario, analyze potential indicators associated with application attacks |
CompTIA SecAI+ Certification Sample Questions:
1. A company develops an AI model to diagnose patients. Hospitals access the model through an integrated application programming interface (API). The security team performs a denial-of-service (DoS) attack via brute force on the model.
Which of the following controls would have prevented this issue?
A) Rate limiting
B) Prompt firewall
C) Model guardrails
D) Tokenization
2. A machine learning (ML) engineer is working with a security engineer to identify the best practices for securing a system with various AI models.
Which of the following actions should the engineers suggest?
A) Conducting guardrail testing and security validation
B) Following a secure model development life cycle (MDLC)
C) Implementing comprehensive security architecture
D) Using a secure software development life cycle (SDLC)
3. 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) Adding a large language model (LLM) guardrails library to the application code
B) Reducing the privilege scope of the service account
C) Implementing custom detection rules for anomalous model behavior
D) Segmenting the workload into a separate virtual private cloud (VPC)
4. A security analyst reviews a recently released chatbot ' s log and discovers that outputs sometimes include personally identifiable information (PII) from other chatbot users.
Which of the following corrective actions should the security analyst take first to resolve this issue?
A) Ask all users to refrain from using PII with the chatbot.
B) Take the chatbot offline and restore it from a backup.
C) Require users to label the sensitivity of their requests.
D) Disable memory from the chat history for all users.
5. A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.
Which of the following models should the analyst use?
A) Generative adversarial network (GAN)
B) Large language model (LLM)
C) Neural networks
D) Decision trees
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: D |
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