Farheen Siddiqui

Integrating Machine Learning–Driven Threat Detection with Advanced Cryptographic Solutions for Secure Cloud and Web Applications

The results suggest that adaptive orchestration, federated learning, and selective privacy preservation, when combined, substantially boost intrusion detection, decrease communication overhead, and ensure privacy preservation.