3 papers
cs.NE2026
Neuromorphic Continual Learning for Sequential Deployment of Nuclear Plant Monitoring Systems
Samrendra Roy, Sajedul Talukder, Syed Bahauddin Alam
Anomaly detection in nuclear industrial control systems (ICS) requires continuous, energy-efficient monitoring across multiple subsystems that are often deployed at different stage…
cs.LG2026
TrustFed: Enabling Trustworthy Medical AI under Data Privacy Constraints
Vagish Kumar, Syed Bahauddin Alam, Souvik Chakraborty
Protecting patient privacy remains a fundamental barrier to scaling machine learning across healthcare institutions, where centralizing sensitive data is often infeasible due to et…
cs.CR2026
Agent-Fence: Mapping Security Vulnerabilities Across Deep Research Agents
Sai Puppala, Ismail Hossain, Md Jahangir Alam +5
Large language models are increasingly deployed as *deep agents* that plan, maintain persistent state, and invoke external tools, shifting safety failures from unsafe text to unsaf…