2 papers
cs.CR2026
Adaptive and Proximal Federated Optimization for Transferable Network Intrusion Detection
Rezwan Islam Salvi, MD Rafin Jawad Hafiz, Abeer Mahmood Kalam +1
Network Intrusion Detection Systems (NIDS) based on deep learning often fail to detect attack classes that are absent from training data, limiting their robustness against zero-day…
cs.CL2025
FirstAidQA: A Synthetic Dataset for First Aid and Emergency Response in Low-Connectivity Settings
Saiyma Sittul Muna, Rezwan Islam Salvi, Mushfiqur Rahman Mushfique +1
In emergency situations, every second counts. The deployment of Large Language Models (LLMs) in time-sensitive, low or zero-connectivity environments remains limited. Current model…