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An AI system detects 90% of attacks but flags 10% false alarms. What is the main output?

medium📝 Analysis Q4 of 15
Cybersecurity - Emerging Security Topics
An AI system detects 90% of attacks but flags 10% false alarms. What is the main output?
ANo attacks detected
BHigh detection with some false positives
COnly false alarms, no real detections
D100% perfect detection
Step-by-Step Solution
Solution:
  1. Step 1: Analyze detection rate

    90% detection means most attacks are found.
  2. Step 2: Understand false alarms

    10% false alarms mean some alerts are wrong but system mostly works.
  3. Final Answer:

    High detection with some false positives -> Option B
  4. Quick Check:

    Detection rate = High with false positives [OK]
Quick Trick: Good detection often includes some false alarms [OK]
Common Mistakes:
MISTAKES
  • Confusing false alarms with missed attacks
  • Expecting perfect detection
  • Ignoring false positive impact

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