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cs.CR2026
No One Architecture Fits All: A Cross-Environment Evaluation of Hierarchical Red Team Agents
Ayan Javeed Shaikh, Arunesh Sinha, Nathaniel D. Bastian +1
Autonomous red team agents increasingly stress-test AI-enabled cyber defenses by planning strategy and executing multistage attacks. Reinforcement learning (RL) and large language…
cs.CR2026
A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems
Ayan Javeed Shaikh, Nathaniel D. Bastian, Ankit Shah
AI-enabled Security Orchestration, Automation, and Response (SOAR) systems increasingly employ autonomous agents for cyber defense, yet their resilience to adaptive adversaries is…