200-201 · Question #245
How does statistical detection differ from rule-based detection?
The correct answer is B. Statistical detection defines legitimate data over time, and rule-based detection works on a. Statistical detection establishes a baseline of normal behavior to identify deviations, while rule-based detection relies on predefined signatures or conditions to flag known malicious activity.
Question
How does statistical detection differ from rule-based detection?
Options
- AStatistical detection involves the evaluation of events, and rule-based detection requires an
- BStatistical detection defines legitimate data over time, and rule-based detection works on a
- CRule-based detection involves the evaluation of events, and statistical detection requires an
- Dlegitimate data over a period of time, and statistical detection works on a predefined set of rules
How the community answered
(37 responses)- A3% (1)
- B86% (32)
- C3% (1)
- D8% (3)
Why each option
Statistical detection establishes a baseline of normal behavior to identify deviations, while rule-based detection relies on predefined signatures or conditions to flag known malicious activity.
This statement is incomplete and does not clearly define the distinct mechanisms of statistical versus rule-based detection.
Statistical detection models what constitutes 'legitimate data' or normal behavior over a period of time, then alerts on activities that deviate significantly from this established baseline. In contrast, rule-based detection operates by evaluating events against a predefined set of rules or signatures that describe known attack patterns or suspicious conditions.
This choice incorrectly reverses the definitions; rule-based detection relies on predefined rules, and statistical detection models behavior over time.
This choice incorrectly reverses the core functionalities, stating that rule-based defines legitimate data and statistical works on predefined rules, which is opposite to their actual mechanisms.
Concept tested: Statistical vs. rule-based detection
Source: https://learn.microsoft.com/en-us/azure/sentinel/detection-rules-reference
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