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Published in ACM SIGCOMM Computer Communication Review • Jan 30, 2008
NobleIDNI4P12W13R23S23
Authors:
Haakon Ringberg
,
Augustin Soule
,
Jennifer Rexford

Abstract

Despite the flurry of anomaly-detection papers in recent years, effective ways to validate and compare proposed solutions have remained elusive. We argue that evaluating anomaly detectors on manually labeled traces is both important and unavoidable. In particular, it is important to evaluate detecto...

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