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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++ 750 92

  2. MStream MStream Public

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

    C++ 105 19

  3. ExGAN ExGAN Public

    Adversarial Generation of Extreme Samples

    Python 73 17

  4. AnoGraph AnoGraph Public

    Sketch-Based Anomaly Detection in Streaming Graphs

    C++ 73 10

  5. MemStream MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Python 81 17

Repositories

Showing 5 of 5 repositories
  • 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++ 750 Apache-2.0 92 3 0 Updated Jan 10, 2024
  • MStream Public

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

    C++ 105 Apache-2.0 19 2 0 Updated Jan 10, 2024
  • ExGAN Public

    Adversarial Generation of Extreme Samples

    Python 73 Apache-2.0 17 0 0 Updated Jan 10, 2024
  • MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Python 81 Apache-2.0 17 0 0 Updated Jan 10, 2024
  • AnoGraph Public

    Sketch-Based Anomaly Detection in Streaming Graphs

    C++ 73 Apache-2.0 10 0 0 Updated Jan 10, 2024

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