Author name: Joyjit Roy, Samaresh Kumar Singh

AgentSOC: A Multi-Layer Agentic AI Framework for Security Operations Automation

Joyjit Roy, Samaresh Kumar Singh / April 23, 2026

arXiv:2604.20134v1 Announce Type: cross
Abstract: Security Operations Centers (SOCs) increasingly encounter difficulties in correlating heterogeneous alerts, interpreting multi-stage attack progressions, and selecting safe and effective response actio…

cs.AI, cs.CR, cs.ET, cs.HC, cs.LG

Device-Native Autonomous Agents for Privacy-Preserving Negotiations

Joyjit Roy, Samaresh Kumar Singh / April 23, 2026

arXiv:2601.00911v3 Announce Type: replace-cross
Abstract: Automated negotiations in insurance and business-to-business (B2B) commerce encounter substantial challenges. Current systems force a trade-off between convenience and privacy by routing sensit…