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[General] Exam CY0-001 Passing Score, Examcollection CY0-001 Free Dumps

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【General】 Exam CY0-001 Passing Score, Examcollection CY0-001 Free Dumps

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CompTIA SecAI+ Certification Exam Sample Questions (Q15-Q20):NEW QUESTION # 15
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. Long short-term memory
  • B. Logistic regression
  • C. Decision tree
  • D. Convolutional neural network
Answer: D
Explanation:
Convolutional neural networks (CNNs) are highly effective at detecting patterns in unstructured data such as images, audio, or text embeddings. Their ability to automatically learn spatial or hierarchical features makes them the best choice for pattern recognition on unstructured datasets.

NEW QUESTION # 16
Which log type is MOST useful for detecting DNS tunneling?
  • A. DNS query logs
  • B. Firewall allow logs
  • C. Netflow logs only
  • D. Authentication logs
Answer: A
Explanation:
DNS logs reveal abnormal query lengths and frequencies typical of tunneling.

NEW QUESTION # 17
Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?
  • A. Rate limiting
  • B. Model guardrails
  • C. End-to-end encryption
  • D. Access controls
Answer: A
Explanation:
Rate limiting restricts the number of requests within a set timeframe, preventing attackers from overwhelming the system with excessive traffic, making it the best control to mitigate a DoS attack.

NEW QUESTION # 18
A security administrator needs to improve an AI model. During an initial investigation, the administrator notices that two successive login features are recorded every day, and then a successful login occurs after a specific time interval. All the successful login attempts have been during office hours.
Which of the following techniques should the administrator use to improve the AI model's security?
  • A. Pattern recognition
  • B. Access management
  • C. Vulnerability analysis
  • D. Signature matching
Answer: A
Explanation:
The administrator is analyzing repeated login behaviors and time-based patterns that precede successful access. Pattern recognition allows the AI model to detect these behavioral trends, improving its ability to identify anomalies or potential attacks while aligning with normal office-hour login behavior.

NEW QUESTION # 19
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. Segmenting the workload into a separate virtual private cloud (VPC)
  • C. Adding a large language model (LLM) guardrails library to the application code
  • D. Implementing custom detection rules for anomalous model behavior
Answer: A
Explanation:
The penetration test shows that the system accepts arbitrary commands like deleteBuckets or listPermissions, which could lead to privilege abuse. The most effective control is least privilege, ensuring the service account only has access to what is strictly necessary (e.g., reading files) and not sensitive operations like deleting buckets or altering permissions.

NEW QUESTION # 20
......
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