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
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Updated
Jan 28, 2025 - Jupyter Notebook