Stream-AD

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5 repositories

AnoGraph
Public
Sketch-Based Anomaly Detection in Streaming Graphs
streaming graph sketch intrusion-detection anomaly-detection
C++
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Apache License 2.0
•11•78•0•1•Updated Aug 20, 2024Aug 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.
intrusion-detection denial-of-service fraud-detection anomaly-detection aaai2020
C++
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Apache License 2.0
•93•762•3•0•Updated Jan 10, 2024Jan 10, 2024
MStream
Public
Anomaly Detection on Time-Evolving Streams in Real-time. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.
streaming real-time intrusion-detection anomaly-detection www2021 multi-aspect-record
C++
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Apache License 2.0
•20•112•2•0•Updated Jan 10, 2024Jan 10, 2024
ExGAN
Public
Adversarial Generation of Extreme Samples
gan extreme-sample-generation aaai2021 dcgan extreme-samples
Python
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Apache License 2.0
•16•75•0•0•Updated Jan 10, 2024Jan 10, 2024
MemStream
Public
MemStream: Memory-Based Streaming Anomaly Detection
streaming real-time denial-of-service concept-drift fraud-detection anomaly-detection memory-based multi-aspect-record intrusion-dectection
Python
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Apache License 2.0
•18•83•0•0•Updated Jan 10, 2024Jan 10, 2024