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batch-streaming

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NetSentinel

NetSentinel — Real-time network intrusion detection pipeline built with Apache Spark. Detects DDoS, Botnet, SQL Injection and more using the BCCC-CIC-IDS-2017 dataset (MIT, 2024). Batch analysis + live streaming alerts for enterprise security monitoring. Stack: PySpark · Spark MLLib · Spark Streaming.

  • Updated May 23, 2026
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