Darshana Upadhyay

18 papers C 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lightweight IoT Intrusion Detection via Feature and Sample Reduction With Multi-Client Ensemble for Zero-Day Attacks.
IEEE Access
Hongwei Zhang, Darshana Upadhyay, Marzia Zaman, Srinivas Sampalli
2025 J jnl
Federated Learning Framework Based on Distributed Storage and Diffusion Model for Intrusion Detection on IoT Networks.
IEEE Access
Ricardo Manzano, Marzia Zaman, Darshana Upadhyay, Nishith Goel, Srinivas Sampalli
2025 J jnl
SC-MLIDS: Fusion-based Machine Learning Framework for Intrusion Detection in Wireless Sensor Networks.
Ad Hoc Networks
Hongwei Zhang, Darshana Upadhyay, Marzia Zaman, Achin Jain, Srinivas Sampalli
2025 — conf
Synthetic Power Flow Data Generation Using Physics-Informed Denoising Diffusion Probabilistic Models.
SmartGridComm
Junfei Wang, Darshana Upadhyay, Marzia Zaman, Pirathayini Srikantha
2025 J jnl
Synthetic Power Flow Data Generation Using Physics-Informed Denoising Diffusion Probabilistic Models.
CoRR
Junfei Wang, Darshana Upadhyay, Marzia Zaman, Pirathayini Srikantha
2025 — conf
Unsupervised Physics-Informed Transfer Learning for Power Flow.
SmartGridComm
Dorsa Nazari, Pirathayini Srikantha, Marzia Zaman, Darshana Upadhyay
2024 C conf
Comparative Evaluation of Deep Learning Architectures for Retinal Ganglion Cell Counting: FCRN-A, FCRN-A-v2, and U-Net.
ICMLA
Narges Yarahmadi Gharaei, Nupur Gaikwad, Darshana Upadhyay, Srinivas Sampalli, Balwantray C. Chauhan, Aliénor J. Jamet
2024 — conf
IoT-Enabled Pediatric Pain Care Leveraging Majority Vote-Based Transfer Learning Models.
CIoT
Nupur Gaikwad, Darshana Upadhyay, Jaume Manero, Srinivas Sampalli
2024 J jnl
Securing industrial control systems: Developing a SCADA/IoT test bench and evaluating lightweight cipher performance on hardware simulator.
Int. J. Crit. Infrastructure Prot.
Darshana Upadhyay, Sagarika Ghosh, Hiroyuki Ohno, Marzia Zaman, Srinivas Sampalli
2024 J jnl
Using IOTA Tangle and Machine Learning for a Defensive Model-Based Approach Against Replication Attacks on Wireless Sensor Networks.
IEEE Access
Reza Soltani, Marzia Zaman, Darshana Upadhyay, Achin Jain, Srinivas Sampalli
2023 — conf
Comparative Analysis of Tabular Generative Adversarial Network (GAN) Models for Generation and Validation of Power Grid Synthetic Datasets.
EUROCON
Darshana Upadhyay, Qiaodan Luo, Jaume Manero, Marzia Zaman, Srinivas Sampalli
2023 J jnl
Validation of a Machine Learning-Based IDS Design Framework Using ORNL Datasets for Power System With SCADA.
IEEE Access
Marzia Zaman, Darshana Upadhyay, Chung-Horng Lung
2022 J jnl
An Efficient Key Management and Multi-Layered Security Framework for SCADA Systems.
IEEE Trans. Netw. Serv. Manag.
Darshana Upadhyay, Marzia Zaman, Rohit Joshi, Srinivas Sampalli
2022 J jnl
Investigating the Avalanche Effect of Various Cryptographically Secure Hash Functions and Hash-Based Applications.
IEEE Access
Darshana Upadhyay, Nupur Gaikwad, Marzia Zaman, Srinivas Sampalli
2021 J jnl
Gradient Boosting Feature Selection With Machine Learning Classifiers for Intrusion Detection on Power Grids.
IEEE Trans. Netw. Serv. Manag.
Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli
2021 J jnl
Intrusion Detection in SCADA Based Power Grids: Recursive Feature Elimination Model With Majority Vote Ensemble Algorithm.
IEEE Trans. Netw. Sci. Eng.
Darshana Upadhyay, Jaume Manero, Marzia Zaman, Srinivas Sampalli
2020 J jnl
SCADA (Supervisory Control and Data Acquisition) systems: Vulnerability assessment and security recommendations.
Comput. Secur.
Darshana Upadhyay, Srinivas Sampalli
2015 — conf
Cryptanalysis of hardware based stream ciphers and implementation of GSM stream cipher to propose a novel approach for designing n-bit LFSR stream cipher.
VDAT
Darshana Upadhyay, Trishla Shah, Priyanka Sharma