FedMentor: Domain-Aware Differential Privacy for Heterogeneous Federated LLMs in Mental Health
Paper • 2509.14275 • Published
Open to Collab
Nobin Sarwar
smsnobin77
AI & ML interests
Large Language Models, Federated Learning
Organizations
authored 5
papers 6 months ago
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework
Paper • 2503.05786 • Published
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA
Paper • 2502.18536 • Published
Differentially Private Data Publication with Multi-level Data Utility
Paper • 2112.07061 • Published
Differential Privacy in Privacy-Preserving Big Data and Learning: Challenge and Opportunity
Paper • 2112.01704 • Published