2 papers
cs.CR2026
Privacy Leakage in Federated Learning: Gradient-Based Client Identity Inference and Defenses for Inertial Sensing in Vehicular Edge Networks
Ali Akarma, Toqeer Ali Syed, Muhammad Khan +2
As vehicular networks move toward 5G/6G edge intelligence, federated learning (FL) is widely promoted as a privacy-preserving way for vehicles and infrastructure to train shared mo…
cs.AI2025
Agentic AI Framework for Smart Inventory Replenishment
Toqeer Ali Syed, Salman Jan, Gohar Ali +3
In contemporary retail, the variety of products available (e.g. clothing, groceries, cosmetics, frozen goods) make it difficult to predict the demand, prevent stockouts, and find h…