222 citations · 241 across the 10 of their papers we have counts for
12 papers
FedDUAL: A Dual-Strategy with Adaptive Loss and Dynamic Aggregation for Mitigating Data Heterogeneity in Federated Learning
Pranab Sahoo, Ashutosh Tripathi, Sriparna Saha +1
Federated Learning (FL) marks a transformative approach to distributed model training by combining locally optimized models from various clients into a unified global model. While…
FedMRL: Data Heterogeneity Aware Federated Multi-agent Deep Reinforcement Learning for Medical Imaging
Pranab Sahoo, Ashutosh Tripathi, Sriparna Saha +1
Despite recent advancements in federated learning (FL) for medical image diagnosis, addressing data heterogeneity among clients remains a significant challenge for practical implem…
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development
Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha +2
The mining of adverse drug events (ADEs) is pivotal in pharmacovigilance, enhancing patient safety by identifying potential risks associated with medications, facilitating early de…
A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications
Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha +3
Prompt engineering has emerged as an indispensable technique for extending the capabilities of large language models (LLMs) and vision-language models (VLMs). This approach leverag…
Eco-evolutionary games for harvesting self-renewing common resource: Effect of growing harvester population
Joy Das Bairagya, Samrat Sohel Mondal, Debashish Chowdhury +1
The tragedy of the commons (TOC) is a ubiquitous social dilemma witnessed in interactions between a population of living entities and shared resources available to them: The indivi…
Game-environment feedback dynamics in growing population: Effect of finite carrying capacity
Joy Das Bairagya, Samrat Sohel Mondal, Debashish Chowdhury +1
The tragedy of the commons (TOC) is an unfortunate situation where a shared resource is exhausted due to uncontrolled exploitation by the selfish individuals of a population. Recen…
On Designing A Questionnaire Based Legacy-UI Honeyword Generation Approach For Achieving Flatness
Nilesh Chakraborty, Shreya Singh, Samrat Mondal
Modern trend sees a lot usage of \textit{honeywords} (or fake password) for protecting the original passwords in the password file. However, the usage of \textit{honeywords} has st…
On The Limitation of Some Fully Observable Multiple Session Resilient Shoulder Surfing Defense Mechanisms
Nilesh Chakraborty, Samrat Mondal
Using password based authentication technique, a system maintains the login credentials (username, password) of the users in a password file. Once the password file is compromised,…
Lighting Two Candles With One Flame: An Unaided Human Identification Protocol With Security Beyond Conventional Limit
Nilesh Chakraborty, Samrat Mondal
Designing an efficient protocol for avoiding the threat of recording based attack in presence of a powerful eavesdropper remains a challenge for more than two decades. During authe…
Improved Solution to the Non-Domination Level Update Problem
Sumit Mishra, Samrat Mondal, Sriparna Saha
Non-domination level update problem is to sort the non-dominated fronts after insertion or deletion of a solution. Generally the solution to this problem requires to perform the co…
CRDT: Correlation Ratio Based Decision Tree Model for Healthcare Data Mining
Smita Roy, Samrat Mondal, Asif Ekbal
The phenomenal growth in the healthcare data has inspired us in investigating robust and scalable models for data mining. For classification problems Information Gain(IG) based Dec…
A New Storage Optimized Honeyword Generation Approach for Enhancing Security and Usability
Nilesh Chakraborty, Samrat Mondal
Inverting the hash values by performing brute force computation is one of the latest security threats on password based authentication technique. New technologies are being develop…