Author

Alfaiz Madhiya

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Open access Oct 2026

ZD-HybridNet integrates transformer and LSTM models for explainable zero day cyber attack detection

ZD-HybridNet (Zero-Day Hybrid Attention Network), a novel explainable deep learning framework for large-scale network traffic analysis, coupled with an integrated explainability framework that combines model-internal attention and fusion signals with SHAP-based feature attribution to support interpretation of detection...

Alfaiz Madhiya, Sakib Salam Jamee, Khadeza Yesmin Lucky et al. · Discover Artificial Intellig... · 0 citations

Open access Sep 2026

Cryptographically Secured Machine Learning for Resilient Multi-Tier Supply Chains

This work introduces a novel solution that utilizes cryptography and Artificial Intelligence (AI)-powered predictive modeling for the security of supply chain data and provides a more comprehensive security solution that extends cryptography for intermediary supply chain data, making it more secure and protected from p...

Alfaiz Madhiya, Vijay Solanki, K. Ahmed et al. · Computers · 0 citations