Exam Code: CY0-001
Exam Name: CompTIA SecAI+ Certification Exam
Certification Provider: CompTIA
Corresponding Certification: CompTIA SecAI+
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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Architecture and Design21%- Given a scenario, implement cybersecurity resilience
- Explain the importance of physical security controls
- Summarize basics of cryptographic concepts
- Explain the importance of security concepts in an enterprise environment
- Summarize authentication and authorization design concepts
- Summarize virtualization and cloud security concepts
- Explain the security implications of embedded and specialized systems
- Explain secure application development, deployment, and automation concepts
Implementation25%- Given a scenario, implement authentication and authorization solutions
- Given a scenario, implement identity and account management controls
- Given a scenario, implement secure mobile device policies
- Given a scenario, implement secure network architecture concepts
- Given a scenario, apply cybersecurity solutions to the cloud
- Given a scenario, implement secure systems design
- Given a scenario, implement public key infrastructure (PKI)
- Given a scenario, implement secure host settings
Attacks, Threats, and Vulnerabilities24%- Explain vulnerability scanning concepts
- Given a scenario, analyze potential indicators to determine the type of attack
- Given a scenario, analyze potential indicators associated with application attacks
- Explain penetration testing concepts
- Given a scenario, analyze potential indicators associated with network attacks
- Explain threat actor types and attributes
- Compare and contrast types of social engineering attacks
Operations and Incident Response16%- Given a scenario, apply mitigation techniques or controls to secure an environment
- Given a scenario, use data sources to support an investigation
- Summarize the importance of policies, processes, and procedures for incident response
- Explain key aspects of digital forensics
- Given a scenario, use appropriate tool to assess organizational security
Governance, Risk, and Compliance14%- Explain privacy and sensitive data concepts in relation to security
- 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
- Explain risk management processes and concepts

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) Adding a large language model (LLM) guardrails library to the application code
C) Segmenting the workload into a separate virtual private cloud (VPC)
D) Implementing custom detection rules for anomalous model behavior


2. An internal user enters a client credit card number into an internal generative machine learning (ML) model:
#User prompt: Customer Jane Doe has a new credit card that she wants to add to her account. The number is
5555-5555-5555-5555
Which of the following is the most effective way to prevent prompt injection attacks against a large language model (LLM)?

A) Web application firewall (WAF)
B) Role-based access control
C) Antivirus
D) Guardrails


3. A user interface engineer adds new graphics to the latest release of an AI-integrated application. During the update, the engineer accidentally causes the model to retrain on unverified data. After the update, the model begins to return many errors.
Which of the following is the best way to mitigate future errors?

A) Web application firewall
B) Role-based access control
C) Generative adversarial network
D) Model development life cycle


4. A group of security engineers is developing a SIEM system that will be able to ingest data from multiple structured and unstructured sources, have a chatbot integrated with an LLM that the security analyst can interact with, and provide insights from the SIEM alert data.
Which of the following techniques should the security engineers consider before collecting the data from the respective sources?

A) Vector storage
B) Cleansing
C) Balancing
D) Verification


5. A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts.
Which of the following AI tools is the best for this task?

A) Generative AI
B) Agentic AI
C) Retrieval-augmented generation (RAG) AI
D) Chatbot


Solutions:

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

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