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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++ 777 98

  2. MStream MStream Public

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

    C++ 118 19

  3. ExGAN ExGAN Public

    Adversarial Generation of Extreme Samples

    Python 81 17

  4. AnoGraph AnoGraph Public

    Sketch-Based Anomaly Detection in Streaming Graphs

    C++ 86 11

  5. MemStream MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Python 91 21

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++ 86 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++ 777 Apache-2.0 98 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++ 118 Apache-2.0 19 2 0 Updated Jan 10, 2024
  • ExGAN Public

    Adversarial Generation of Extreme Samples

    Stream-AD/ExGAN's past year of commit activity
    Python 81 Apache-2.0 17 0 1 Updated Jan 10, 2024
  • MemStream Public

    MemStream: Memory-Based Streaming Anomaly Detection

    Stream-AD/MemStream's past year of commit activity
    Python 91 Apache-2.0 21 0 0 Updated Jan 10, 2024

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