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Show HN: Midas, Microcluster-Based Detector of Anomalies in Edge Streams
- siddharthbhatia 7y agoMIDAS detects microcluster anomalies from an edge stream in constant time and memory, while providing theoretical guarantees about its false positive probability. Microcluster anomalies are suddenly arriving groups of suspiciously similar edges, such as lockstep behavior and denial of service attacks in network traffic data.
- siddharthbhatia 7y agoArxiv paper link: https://arxiv.org/abs/1911.04464 https://arxiv.org/abs/1911.04464