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[General] 100% Pass 2026 CompTIA Authoritative CY0-001: Valid CompTIA SecAI+ Certification

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【General】 100% Pass 2026 CompTIA Authoritative CY0-001: Valid CompTIA SecAI+ Certification

Posted at yesterday 16:04      View:3 | Replies:1        Print      Only Author   [Copy Link] 1#
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CompTIA SecAI+ Certification Exam Sample Questions (Q11-Q16):NEW QUESTION # 11
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 retain 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. Model development life cycle
  • B. Role-based access control
  • C. Generative adversarial network
  • D. Web application firewall
Answer: A
Explanation:
Following a secure and structured model development life cycle (MDLC) ensures controls such as data validation, verification, and testing are in place. This prevents issues like retraining on unverified data and reduces the likelihood of future model errors.

NEW QUESTION # 12
SIMULATION
Instructions
Click the (+) to assign each threat category into its appropriate framework.
If at any time you would like to bring back the initial state of the simulation, please click the Reset All button.
An architect is modeling an agentic system to meet security standards.

Answer:
Explanation:

Explanation:
MAESTRO: Overreliance, Insecure plug-in design
OWASP Top 10: Broken access control, Identification and authentication failures OWASP Top 10 LLM: Prompt injection, Model denial of service STRIDE: Elevation of privilege, Repudiation, Supply chain vulnerabilities, Insecure design MAESTRO addresses AI-specific misuse such as excessive trust in outputs (overreliance) and unsafe plug-in design.
OWASP Top 10 maps to classic web threats: broken access control and authentication failures are key risks.
OWASP Top 10 LLM focuses on LLM-related threats like prompt injection and denial of service targeting the model.
STRIDE categories cover privilege escalation, repudiation (denying actions), supply chain risks, and insecure design flaws.

NEW QUESTION # 13
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 augmentation
  • B. Data provenance
  • C. Data lineage
  • D. Data verification
Answer: A
Explanation:
When label distribution is highly unbalanced, data augmentation generates additional synthetic samples for the underrepresented classes. This balances the dataset, improving the ML model's ability to classify threats accurately across all categories.

NEW QUESTION # 14
Which techniques belong to the MITRE ATT&CK Command-and-Control phase? (Choose two.)
  • A. Credential dumping
  • B. Initial access
  • C. Beaconing
  • D. Covert channels
  • E. Registry modification
Answer: C,D
Explanation:
Beaconing and covert channels maintain communication with the attacker.

NEW QUESTION # 15
A manufacturing company wants to use AI within its operations to improve the efficiency and accuracy of its processes. Which of the following should the organization do first to enable adoption and achieve the business objectives?
  • A. Achieve International Organization for Standardization (ISO) 42001 certification.
  • B. Introduce a generative adversarial network (GAN).
  • C. Hire a data and AI architect.
  • D. Select a large language model (LLM).
Answer: C
Explanation:
The first step in adopting AI to meet business objectives is to establish the right expertise. A data and AI architect can design the overall strategy, infrastructure, and data pipelines needed for effective AI integration, ensuring alignment with operational goals before selecting specific models or certifications.

NEW QUESTION # 16
......
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Posted at yesterday 20:44        Only Author  2#
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