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Stream-AD

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++ 763 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++ 114 20

  3. ExGAN ExGAN Public

    Adversarial Generation of Extreme Samples

    Python 76 16

  4. AnoGraph AnoGraph Public

    Sketch-Based Anomaly Detection in Streaming Graphs

    C++ 79 11

  5. MemStream MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Python 84 19

Repositories

Showing 5 of 5 repositories
  • AnoGraph Public

    Sketch-Based Anomaly Detection in Streaming Graphs

    Stream-AD/AnoGraph’s past year of commit activity
    C++ 79 Apache-2.0 11 0 1 Updated Aug 20, 2024
  • 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.

    Stream-AD/MIDAS’s past year of commit activity
    C++ 763 Apache-2.0 93 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.

    Stream-AD/MStream’s past year of commit activity
    C++ 114 Apache-2.0 20 2 0 Updated Jan 10, 2024
  • ExGAN Public

    Adversarial Generation of Extreme Samples

    Stream-AD/ExGAN’s past year of commit activity
    Python 76 Apache-2.0 16 0 0 Updated Jan 10, 2024
  • MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Stream-AD/MemStream’s past year of commit activity
    Python 84 Apache-2.0 19 0 0 Updated Jan 10, 2024

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