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210-250 · Question #82

Which of the following is true about heuristic-based algorithms?

The correct answer is A. Heuristic-based algorithms may require fine tuning to adapt to network traffic and minimize. Heuristic-based detection analyzes behavior patterns and may produce false positives, requiring fine-tuning to adapt to specific network environments.

Security Technologies

Question

Which of the following is true about heuristic-based algorithms?

Options

  • AHeuristic-based algorithms may require fine tuning to adapt to network traffic and minimize
  • BHeuristic-based algorithms do not require fine tuning.
  • CHeuristic-based algorithms support advanced malware protection.
  • DHeuristic-based algorithms provide capabilities for the automation of IPS signature creation and

How the community answered

(37 responses)
  • A
    86% (32)
  • B
    8% (3)
  • C
    3% (1)
  • D
    3% (1)

Why each option

Heuristic-based detection analyzes behavior patterns and may produce false positives, requiring fine-tuning to adapt to specific network environments.

AHeuristic-based algorithms may require fine tuning to adapt to network traffic and minimizeCorrect

Heuristic-based algorithms identify threats by analyzing behavioral patterns rather than fixed signatures, which means they can flag legitimate traffic as malicious. Because every network environment has different normal traffic patterns, these algorithms often require fine-tuning to reduce false positives and false negatives specific to that environment.

BHeuristic-based algorithms do not require fine tuning.

This is incorrect because heuristic algorithms are inherently probabilistic and environment-dependent, meaning fine-tuning is typically necessary to achieve acceptable accuracy.

CHeuristic-based algorithms support advanced malware protection.

Advanced malware protection is not a defining characteristic of heuristic algorithms specifically - it is a broader capability that may involve multiple detection methods.

DHeuristic-based algorithms provide capabilities for the automation of IPS signature creation and

Automation of IPS signature creation is associated with machine learning or AI-driven systems, not heuristic-based algorithms, which rely on predefined behavioral rules.

Concept tested: Heuristic-based IPS/IDS detection fine-tuning

Source: https://www.cisco.com/c/en/us/td/docs/security/firepower/623/configuration/guide/fpmc-config-guide-v623/intrusion_prevention_system_overview.html

Topics

#heuristic detection#IDS/IPS tuning#malware detection#network security

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