3 papers
cs.NI2026
Digital Twin-assisted belief-state reinforcement learning for latency-robust ISAC in 6G networks
Himanshu Tiwari, Binayak Kar, Priyanshu Tiwari
Integrated Sensing and Communication (ISAC) enables joint data transmission and environmental perception for sixth-generation (6G) networks, but centralized and virtualized RAN con…
cs.CR2025
HybridGuard: Enhancing Minority-Class Intrusion Detection in Dew-Enabled Edge-of-Things Networks
Binayak Kara, Ujjwal Sahua, Ciza Thomas +1
Securing Dew-Enabled Edge-of-Things (EoT) networks against sophisticated intrusions is a critical challenge. This paper presents HybridGuard, a framework that integrates machine le…
quant-ph2024
Trace-Distance based End-to-End Entanglement Fidelity with Information Preservation in Quantum Networks
Pankaj Kumar, Binayak Kar, Shan-Hsiang Shen
Quantum networks hold the potential to revolutionize a variety of fields by surpassing the capabilities of their classical counterparts. Many of these applications necessitate the…