activity
20102026
most citedImage-based Deep Learning for Smart Digital Twins: a Review

3 citations · 6 across the 10 of their papers we have counts for

collaborators

10 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-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

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★ 1 cited

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…

quant-ph2025★ 2 cited

Joint Encryption and Error Correction for Secure Quantum Communication

Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

Secure quantum networks are a bedrock requirement for developing a future quantum internet. However, quantum channels are susceptible to channel noise that introduce errors in the…

quant-ph2025

Towards a Quantum-classical Augmented Network

Nitin Jha, Abhishek Parakh, Mahadevan Subramaniam

In the past decade, several small-scale quantum key distribution networks have been established. However, the deployment of large-scale quantum networks depends on the development…

cs.CV2024★ 3 cited

Image-based Deep Learning for Smart Digital Twins: a Review

Md Ruman Islam, Mahadevan Subramaniam, Pei-Chi Huang

Smart Digital twins (SDTs) are being increasingly used to virtually replicate and predict the behaviors of complex physical systems through continual data assimilation enabling the…

cs.LO2010

L2C2: Logic-based LSC Consistency Checking

Hai-Feng Guo, Wen Zheng, Mahadevan Subramaniam

Live sequence charts (LSCs) have been proposed as an inter-object scenario-based specification and visual programming language for reactive systems. In this paper, we introduce a l…