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hybrid-ids

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Bharathyalagi / GAN-BASED-SYNTHETIC-DATA-GENERATION-IN-IDS

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Hybrid WCGAN-ACGAN framework for balanced network intrusion detection on NSL-KDD and UNSW-NB15 datasets using XGBoost, Decision Trees, CNN, and AutoGluon classifiers

python machine-learning deep-learning cnn cybersecurity gan xgboost ids decision-tree network-security intrusion-detection-system anomaly-detection synthetic-data nsl-kdd acgan unsw-nb15 wcgan-gp wcgan hybrid-ids
  • Updated Oct 24, 2025
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