2 papers
cs.CL2026
Privacy Preserving Topic-wise Sentiment Analysis of the Iran Israel USA Conflict Using Federated Transformer Models
Md Saiful Islam, Tanjim Taharat Aurpa, Sharad Hasan +1
The recent escalation of the Iran Israel USA conflict in 2026 has triggered widespread global discussions across social media platforms. As people increasingly use these platforms…
cs.LG2026
Hybrid Federated and Split Learning for Privacy Preserving Clinical Prediction and Treatment Optimization
Farzana Akter, Rakib Hossain, Deb Kanna Roy Toushi +3
Collaborative clinical decision support is often constrained by governance and privacy rules that prevent pooling patient-level records across institutions. We present a hybrid pri…