Principled Sampling for Anomaly Detection

Abstract

Author(s): Brendan Juba, Christopher Musco, Fan Long, Stelios Sidiroglou-Douskos, Martin Rinard Download: Paper (PDF) Date: 7 Feb 2015 Document Type: Briefing Papers Additional Documents: Slides Associated Event: NDSS Symposium 2015 Abstract: We present a technique and implemented system, Cassandra, for obtaining probabilistic bounds on false positive rates for anomaly detectors that process Internet data. Using … Continued