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A Lightweight Cascade-Based Farmework for Real-time Ze-ro-Day Attack Detection

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@FRakhmatov FRakhmatov released this 27 Jan 10:51
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Zero-Day
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Learn about vigilant mode.

This repository contains Python code demonstrating a two-stage XGBoost model for zero-day network intrusion detection. The approach is designed to identify novel attack types (zero-day attacks) that were not present in the training data.

  1. Test results in the CSE-CIC-IDS2018 dataset

  2. Test results in the CSIC-2012 dataset

  3. Test results in the UNSW-NB15 dataset

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