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Paper · arXiv

Red-Teaming the Agentic Red-Team

The use of agentic systems to perform offensive security operations has moved from a theoretical possibility to a commoditized capability. However, while the community has focused on creating more and more capable agents, less attention has been allocated to assessing the security of those systems. In this work, we present the first in-depth security analysis of the most widely used agentic systems for offensive security operations. We show that most of these tools share common design flaws that enable an active adversary to exfiltrate API keys, establish persistent footholds, and fully compromise the operator's machine, even when the agent operates inside a sandboxed container. To suppor...

AuthorsDario Pasquini, Michal Bazyli, Taras Fedynyshyn et al.
Primary categorycs.CR
Published23 June 2026
Last updated at source17 August 2026
cs.CRcs.AI
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