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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Architecture and Design | 21% | - Explain the security implications of embedded and specialized systems - Explain the importance of security concepts in an enterprise environment - Summarize authentication and authorization design concepts - Explain secure application development, deployment, and automation concepts - Explain the importance of physical security controls - Given a scenario, implement cybersecurity resilience - Summarize basics of cryptographic concepts - Summarize virtualization and cloud security concepts |
| Topic 2: Operations and Incident Response | 16% | - Given a scenario, apply mitigation techniques or controls to secure an environment - 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 - Explain key aspects of digital forensics |
| Topic 3: Attacks, Threats, and Vulnerabilities | 24% | - Explain vulnerability scanning concepts - Given a scenario, analyze potential indicators associated with application attacks - Explain penetration testing concepts - Compare and contrast types of social engineering attacks - Given a scenario, analyze potential indicators associated with network attacks - Given a scenario, analyze potential indicators to determine the type of attack - Explain threat actor types and attributes |
| Topic 4: Governance, Risk, and Compliance | 14% | - Explain risk management processes and concepts - 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 |
| Topic 5: Implementation | 25% | - Given a scenario, implement secure mobile device policies - Given a scenario, implement secure systems design - Given a scenario, implement secure host settings - Given a scenario, implement identity and account management controls - Given a scenario, implement authentication and authorization solutions - Given a scenario, implement public key infrastructure (PKI) - Given a scenario, apply cybersecurity solutions to the cloud - Given a scenario, implement secure network architecture concepts |
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The CompTIA SecAI+ Certification Exam (CY0-001) certification is one of the hottest career advancement credentials in the modern CompTIA world. The CY0-001 certification can help you to demonstrate your expertise and knowledge level. With only one badge of CY0-001 certification, successful candidates can advance their careers and increase their earning potential. The CompTIA CY0-001 Certification Exam also enables you to stay updated and competitive in the market which will help you to gain more career opportunities.
NEW QUESTION # 59
A detection engineering team wants to use AI to automatically prevent vulnerable code from reaching production. Which of the following is the most effective way to accomplish this task?
Answer: D
Explanation:
Integrating an LLM into the CI/CD pipeline ensures automated code review at build time, blocking vulnerable code from reaching production. This enforces security checks consistently and effectively during the deployment process.
NEW QUESTION # 60
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?
Answer: C
Explanation:
The NIST AI RMF provides structured guidance for assessing and managing risks across the AI lifecycle, including posture management. It helps organizations align AI security practices with governance, resilience, and trustworthiness requirements.
NEW QUESTION # 61
Which control BEST prevents attackers from harvesting password hashes during lateral movement?
Answer: B
Explanation:
LSASS-protection solutions prevent hash extraction.
NEW QUESTION # 62
An AI-based human resources system screens resumes to select the most suitable candidate for an interview.
The system recommends mostly male candidates. Which of the following responsible AI concepts does this system violate?
Answer: C
Explanation:
Fairness is the responsible AI principle most clearly violated because the system is producing a disproportionately gender-skewed outcome in a consequential employment decision. CompTIA SecAI+ explicitly identifies fairness as a responsible AI consideration and identifies the introduction of bias as an AI risk. A resume-screening system should evaluate candidates using relevant employment criteria without systematically disadvantaging a protected or unrelated demographic group. Recommending mostly male candidates signals a potential bias in the training data, feature selection, historical examples, model design, or decision threshold and therefore requires fairness assessment and mitigation. Transparency concerns whether stakeholders have appropriate visibility into how the AI system operates. Explainability concerns whether individual decisions can be described in understandable terms. Reliability concerns whether the system performs consistently and safely according to its intended specifications. Those properties remain important, but none directly describes the demographic disparity presented in the scenario. Because the evidence specifically indicates unequal treatment or outcomes between demographic groups, fairness is the responsible AI principle most directly implicated.
NEW QUESTION # 63
User experience is declining since the launch of a large language model (LLM) in internal networks.
Which of the following should be the highest priority for the prompt engineers?
Answer: C
Explanation:
Basic Concept: Prompt engineers are responsible for designing and refining the prompts and instructions that guide an LLM ' s behavior. When user experience is declining after an LLM launch, this signals that the model ' s outputs are not meeting quality standards. CompTIA SecAI+ addresses prompt engineering quality management under securing and optimizing AI systems.
Why C is Correct: Quality control should be the highest priority when user experience is declining. Prompt engineers must systematically evaluate model responses against quality benchmarks, identify failure patterns causing poor user experience, and iteratively refine prompts to produce accurate, relevant, and appropriately formatted responses. Quality control encompasses testing, evaluation, and continuous improvement of prompt performance.
Why A is Wrong: Customer success management is a business function focused on customer relationship management and retention. While related to user experience outcomes, it is not a technical priority that prompt engineers can directly address through their core competency of prompt design and refinement.
Why B is Wrong: Sales life cycle management is a business process for managing customer acquisition and revenue. It is entirely outside the scope of prompt engineering activities and does not address declining LLM user experience.
Why D is Wrong: Business objectives define what the organization aims to achieve with the LLM deployment. These are set at the strategic level and inform the direction for prompt engineering. They are inputs to the quality control process rather than the priority action prompt engineers should take when experience is declining.
NEW QUESTION # 64
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