4 papers
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…
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…
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…
Quantum Key Distribution Routing Protocol in Quantum Networks: Overview and Challenges
Pankaj Kumar, Neel Kanth Kundu, Binayak Kar
The use of quantum cryptography in everyday applications has gained attention in both industrial and academic fields. Due to advancements in quantum electronics, practical quantum…