A scalable and efficient real-time IP anomaly detection system leveraging Bloom Filters and the Misra-Gries Algorithm to identify malicious traffic, detect heavy hitters, and dynamically update blacklists with minimal memory usage
python algorithm big-data bloom-filter network-security heavy-hitters memory-optimization ip-address-tracker misra-gries probabilistic-datastructure
-
Updated
Dec 20, 2024 - Jupyter Notebook