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K. Maharana

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Open access Jul 2026

Cyber-Physical Attack Detection in Water Distribution Systems Using a Hybrid Ensemble of XGBoost, Isolation Forest, and LSTM Autoencoder on the BATADAL Dataset

A three-model hybrid ensemble that combines a supervised XGBoost classifier, an unsupervised Isolation Forest with principal component analysis (PCA) dimensionality reduction, and an unsupervised LSTM Autoencoder trained on 24-hour sliding windows of sensor sequences provides rapid and reliable detection.

Bhushankumar Nemade, K. Maharana, N. Raut et al. · 0 citations

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