Author

Mathew Nicho

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#federated learning Nov 2026

RAID: Resilient AI Defense Model for Water Utility Cyber–Physical Attacks

The increasing digitalization of water utility infrastructures has made them highly susceptible to sophisticated adversarial attacks that inject misleading features into operational data and to sensor anomalies that introduce redundant or noisy information. At the same time, cyber threats continuously evolve, introduci...

Tarek Gaber, Ahmed Hamed, Mathew Nicho et al. · IEEE Internet of Things Jour... · 0 citations

Open access Jul 2026

Hybrid noise-resistant technique for malware classification.

This study proposes a novel hybrid malware representation framework that integrates Convolutional Autoencoder (CAE)-based latent structural learning with Local Binary Pattern (LBP)-based texture feature extraction for robust malware classification and represents one of the first comprehensive investigations of hybrid l...

Syed Shakir Hameed Shah, Syed Shakir Hameed Shah, Ahmed Hamed et al. · Scientific Reports · 0 citations