collaborators

8 papers

cs.LG2026

Hybrid Quantum-Classical GANs for the Generation of Adversarial Network Flows

Prateek Paudel, Nitin Jha, Abhishek Parakh +1

Classical generative adversarial networks (GANs) have been applied to generate adversarial network traffic capable of attacking intrusion detection systems, but they suffer from sh…

quant-ph2026

A Novel Quantum Augmented Framework to Improve Microgrid Cybersecurity

Nitin Jha, Prateek Paudel, Abhishek Parakh +1

Small modular nuclear reactors (SMRs) are redefining the energy generation landscape by enabling the deployment of modular, scalable, and pre-built power units that can be used to…

quant-ph2026

An Improved Quantum Anonymous Notification Protocol for Quantum-Augmented Networks

Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

The scalability of current quantum networks is limited due to noisy quantum components and high implementation costs, thereby limiting the security advantages that quantum networks…

quant-ph2025

Quantum Key Distribution: Bridging Theoretical Security Proofs, Practical Attacks, and Error Correction for Quantum-Augmented Networks

Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

Quantum Key Distribution (QKD) is revolutionizing cryptography by promising information-theoretic security through the immutable laws of quantum mechanics. Yet, the challenge of tr…

quant-ph2025

Effect of noise and topologies on multi-photon quantum protocols

Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

Quantum-augmented networks aim to use quantum phenomena to improve detection and protection against malicious actors in a classical communication network. This may include multiple…

quant-ph2025

Multi-photon QKD for Practical Quantum Networks

Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

Quantum key distribution (QKD) will most likely be an integral part of any practical quantum network in the future. However, not all QKD protocols can be used in today's networks b…