Darshana Upadhyay

According to our database, Darshana Upadhyay authored at least 15 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Synthetic Power Flow Data Generation Using Physics-Informed Denoising Diffusion Probabilistic Models.

Junfei Wang, Darshana Upadhyay, Marzia Zaman, Pirathayini Srikantha

CoRR, April, 2025

SC-MLIDS: Fusion-based Machine Learning Framework for Intrusion Detection in Wireless Sensor Networks.

Hongwei Zhang, Darshana Upadhyay, Marzia Zaman, Achin Jain, Srinivas Sampalli

Ad Hoc Networks, 2025

Federated Learning Framework Based on Distributed Storage and Diffusion Model for Intrusion Detection on IoT Networks.

Ricardo Manzano, Marzia Zaman, Darshana Upadhyay, Nishith Goel, Srinivas Sampalli

IEEE Access, 2025

2024

Securing industrial control systems: Developing a SCADA/IoT test bench and evaluating lightweight cipher performance on hardware simulator.

Darshana Upadhyay, Sagarika Ghosh, Hiroyuki Ohno, Marzia Zaman, Srinivas Sampalli

Int. J. Crit. Infrastructure Prot., 2024

Using IOTA Tangle and Machine Learning for a Defensive Model-Based Approach Against Replication Attacks on Wireless Sensor Networks.

Reza Soltani, Marzia Zaman, Darshana Upadhyay, Achin Jain, Srinivas Sampalli

IEEE Access, 2024

Comparative Evaluation of Deep Learning Architectures for Retinal Ganglion Cell Counting: FCRN-A, FCRN-A-v2, and U-Net.

Narges Yarahmadi Gharaei, Nupur Gaikwad, Darshana Upadhyay, Srinivas Sampalli, Balwantray C. Chauhan, Aliénor J. Jamet

Proceedings of the International Conference on Machine Learning and Applications, 2024

IoT-Enabled Pediatric Pain Care Leveraging Majority Vote-Based Transfer Learning Models.

Nupur Gaikwad, Darshana Upadhyay, Jaume Manero, Srinivas Sampalli

Proceedings of the 7th Conference on Cloud and Internet of Things, 2024

2023

Validation of a Machine Learning-Based IDS Design Framework Using ORNL Datasets for Power System With SCADA.

Marzia Zaman, Darshana Upadhyay, Chung-Horng Lung

IEEE Access, 2023

Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets.

Darshana Upadhyay, Qiaodan Luo, Jaume Manero, Marzia Zaman, Srinivas Sampalli

Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

2022

An Efficient Key Management and Multi-Layered Security Framework for SCADA Systems.

Darshana Upadhyay, Marzia Zaman, Rohit Joshi, Srinivas Sampalli

IEEE Trans. Netw. Serv. Manag., 2022

Investigating the Avalanche Effect of Various Cryptographically Secure Hash Functions and Hash-Based Applications.

Darshana Upadhyay, Nupur Gaikwad, Marzia Zaman, Srinivas Sampalli

IEEE Access, 2022

2021

Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids.

Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli

IEEE Trans. Netw. Serv. Manag., 2021

Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm.

Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli

IEEE Trans. Netw. Sci. Eng., 2021

2020

SCADA (Supervisory Control and Data Acquisition) systems: Vulnerability assessment and security recommendations.

Darshana Upadhyay, Srinivas Sampalli

Comput. Secur., 2020

2015

Cryptanalysis of hardware based stream ciphers and implementation of GSM stream cipher to propose a novel approach for designing n-bit LFSR stream cipher.

Darshana Upadhyay, Trishla Shah, Priyanka Sharma

Proceedings of the 19th International Symposium on VLSI Design and Test, 2015