14 citations · 45 across the 37 of their papers we have counts for
7 papers · 1 filter
SocFedGPT: Federated GPT-based Adaptive Content Filtering System Leveraging User Interactions in Social Networks
Sai Puppala, Ismail Hossain, Md Jahangir Alam +1
Our study presents a multifaceted approach to enhancing user interaction and content relevance in social media platforms through a federated learning framework. We introduce person…
FLASH: Federated Learning-Based LLMs for Advanced Query Processing in Social Networks through RAG
Sai Puppala, Ismail Hossain, Md Jahangir Alam +1
Our paper introduces a novel approach to social network information retrieval and user engagement through a personalized chatbot system empowered by Federated Learning GPT. The sys…
SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment
Sai Puppala, Ismail Hossain, Md Jahangir Alam +3
Federated Learning (FL) has emerged as a transformative approach for enabling distributed machine learning while preserving user privacy, yet it faces challenges like communication…
Generative AI like ChatGPT in Blockchain Federated Learning: use cases, opportunities and future
Sai Puppala, Ismail Hossain, Md Jahangir Alam +5
Federated learning has become a significant approach for training machine learning models using decentralized data without necessitating the sharing of this data. Recently, the inc…
SocialRec: User Activity Based Post Weighted Dynamic Personalized Post Recommendation System in Social Media
Ismail Hossain, Sai Puppala, Md Jahangir Alam +1
User activities can influence their subsequent interactions with a post, generating interest in the user. Typically, users interact with posts from friends by commenting and using…
EVOLVE: Predicting User Evolution and Network Dynamics in Social Media Using Fine-Tuned GPT-like Model
Ismail Hossain, Md Jahangir Alam, Sai Puppala +1
Social media platforms are extensively used for sharing personal emotions, daily activities, and various life events, keeping people updated with the latest happenings. From the mo…
Distributed Threat Intelligence at the Edge Devices: A Large Language Model-Driven Approach
Syed Mhamudul Hasan, Alaa M. Alotaibi, Sajedul Talukder +1
With the proliferation of edge devices, there is a significant increase in attack surface on these devices. The decentralized deployment of threat intelligence on edge devices, cou…