Topic
multi-agent framework
Agentra: A Supervisable Multi-Agent Framework for Enterprise Intrusion Response Reduces False Positives and Preserves Analyst Control
Agentra is a multi-agent intrusion response framework that converts IDS/EDR/XDR alerts into structured incident response plans grounded in MITRE ATT&CK, D3FEND, and NIST CSF 2.0. In evaluations against a static OASIS CACAO v2.0 baseline, Agentra improved F1 score from 0.61 to 0.84 and restored the harmful-action rate to 0.0%.
VIBEMed Introduces Self-Evolving Multi-Agent Framework for Clinical Decision Support
VIBEMed is a multi-agent framework with a built-in self-evolution mechanism and architecture-level safety sandbox for clinical decision support. It integrates three specialized agents: Clinical Diagnostic Agent (CDA), Therapeutic Execution Agent (TEA), and Clinical Evolution Manager Agent (CEMA). Experimental results show superior performance in complex clinical cases requiring integrated decision-making and longitudinal planning, particularly in oncology.