In a Streaming World, Should You Stand Still? A Comprehensive Benchmark of Anomaly Detection in Streams
cs.LG, cs.AI
Submitted: 2026-09-30
Updated: 2026-09-30
Code: https://github.com/magaliparrino/StrAD
Terminology
Sources
- Dive into Time-Series Anomaly Detection: A Decade Review
- Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions
- Robust PCA for Anomaly Detection in Cyber Networks
- PySAD: A Streaming Anomaly Detection Framework in Python
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