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A cloud service provider in Singapore is refining its defensive monitoring strategy to identify large-scale...

A cloud service provider in Singapore is refining its defensive monitoring strategy to identify large-scale denial-of-service attempts against hosted applications. The security engineering team wants a detection mechanism that continuously evaluates incoming traffic streams and statistically determines the exact moment when normal behavior shifts into anomalous activity.

Rather than relying solely on static baselines or historical comparisons, the team prefers an approach that detects abrupt deviations in real time by identifying structural breaks in traffic metrics as they occur.

Which DDoS detection technique best fits this requirement?

A.

Sequential Change-Point Detection

B.

Wavelet-Based Signal Analysis

C.

Traffic Pattern Analysis

D.

Activity Profiling

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