3 papers
cs.LG2026
PrivFusion: A Privacy-preserving Multi-Agent Framework for Harmonizing Distributed Datasets
Anisa Halimi, Liubov Nedoshivina, Kieran Fraser +1
The growing availability of clinical data has increased the use of machine learning, yet centralized data aggregation is often infeasible for sensitive health information. Federate…
cs.CL2026
ContextualJailbreak: Evolutionary Red-Teaming via Simulated Conversational Priming
Mario Rodríguez Béjar, Francisco J. Cortés-Delgado, S. Braghin +1
Large language models (LLMs) remain vulnerable to jailbreak attacks that bypass safety alignment and elicit harmful responses. A growing body of work shows that contextual priming,…
cs.CR2024
INTELLECT: Adapting Cyber Threat Detection to Heterogeneous Computing Environments
Simone Magnani, Liubov Nedoshivina, Roberto Doriguzzi-Corin +2
The widespread adoption of cloud computing, edge, and IoT has increased the attack surface for cyber threats. This is due to the large-scale deployment of often unsecured, heteroge…