V. Vaidyan

Using realistic communication models reversed simulated traffic speed trends and more than doubled predicted hard-braking events, so researchers and transportation agencies can maintain existing simulation pipelines while accurately accounting for dense-traffic packet loss and denial-of-service impacts.

Focused quantum states exhibit over 70% greater resilience against coherent attacks compared to traditional fidelity measures, challenging existing assumptions about quantum robustness.

AI-generated synthetic datasets can fill the critical data void in smart city cybersecurity, enabling more effective threat modeling and defense evaluation.