Author

K. Naik

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Open access Sep 2026

Generating adversarial malware using GANs to evade robust detectors

This study investigates the application of generative adversarial networks (GANs) to create new adversarial data capable of evading existing malware detectors, and demonstrates the GANs network as a highly robust model capable of circumventing detectors, even when modifications are not directly applied to all features...

Kirollos Magdy Luka, Tamer Abdelkader, K. Naik · Engineering Research Express · 0 citations

Open access Sep 2026

A Hierarchical Benchmarking Framework for Homomorphic Encryption-Based Aggregation and Validation Using Real Smart Meter Data

Homomorphic encryption (HE) enables computation on encrypted data and has emerged as a promising technology for privacy-preserving distributed analytics. However, the practical deployment of HE in large-scale hierarchical systems requires a thorough understanding of its computational overhead, scalability, and accuracy...

A. A. Shivani, M. Zaman, Pirathayini Srikantha et al. · Cryptography · 0 citations