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Anomaly Detection in Data Streams

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  1. MIDAS MIDAS Public

    Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

    C++ 775 93

  2. MStream MStream Public

    Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

    C++ 121 19

  3. ExGAN ExGAN Public

    Adversarial Generation of Extreme Samples

    Python 77 16

  4. AnoGraph AnoGraph Public

    Sketch-Based Anomaly Detection in Streaming Graphs

    C++ 83 11

  5. MemStream MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Python 91 19

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