2 papers
cs.LG2025★ 1 cited
A Safety and Security Framework for Real-World Agentic Systems
Shaona Ghosh, Barnaby Simkin, Kyriacos Shiarlis +9
This paper introduces a dynamic and actionable framework for securing agentic AI systems in enterprise deployment. We contend that safety and security are not merely fixed attribut…
cs.LG2025
Gandalf the Red: Adaptive Security for LLMs
Niklas Pfister, Václav Volhejn, Manuel Knott +23
Current evaluations of defenses against prompt attacks in large language model (LLM) applications often overlook two critical factors: the dynamic nature of adversarial behavior an…