Md Wahiduzzaman Suva

CB-SAFE: a code-based (HQC) post-quantum secure-aggregation framework for federated learning

Reference code for the manuscript 'VC-DATNet: a variance-coupled dual-attention transformer for cross-dataset inner-speech decoding'

This repo presents a novel framework that models LLM reasoning as traversals through knowledge graphs, introducing graph-theoretical uncertainty measures. It enables interpretable and theoretically grounded decomposition of epistemic and aleatoric uncertainty for clinical tasks like diagnosis and treatment planning.