{"slug": "red-teaming-the-agentic-red-team", "title": "Red-Teaming the Agentic Red-Team", "summary": "Researchers published the first in-depth security analysis of agentic systems used for offensive security operations, revealing common design flaws that allow adversaries to exfiltrate API keys, establish persistence, and compromise operator machines. The study introduces a cyber kill chain for these systems and proposes architectural mitigations.", "body_md": "# Computer Science > Cryptography and Security\n\n[Submitted on 23 Jun 2026]\n\n# Title:Red-Teaming the Agentic Red-Team\n\n[View PDF](/pdf/2606.24496)\n\n[HTML (experimental)](https://arxiv.org/html/2606.24496v1)\n\nAbstract: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.\n\nIn 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 support our analysis, we introduce a full cyber kill chain for such agentic systems, capturing the progression from initial LLM manipulation to lateral movement, persistence, guardrail bypass, and sandbox escape.\n\nBuilding on our security analysis, we derive a robust architecture for agentic offensive-security tools and propose actionable, broadly applicable design principles that mitigate the disclosed attack paths at the architectural level.\n\n### References & Citations\n\nLoading...\n\n# Bibliographic and Citation Tools\n\nBibliographic Explorer\n\n*(*[What is the Explorer?](https://info.arxiv.org/labs/showcase.html#arxiv-bibliographic-explorer))\nConnected Papers\n\n*(*[What is Connected Papers?](https://www.connectedpapers.com/about))\nLitmaps\n\n*(*[What is Litmaps?](https://www.litmaps.co/))\nscite Smart Citations\n\n*(*[What are Smart Citations?](https://www.scite.ai/))# Code, Data and Media Associated with this Article\n\nalphaXiv\n\n*(*[What is alphaXiv?](https://alphaxiv.org/))\nCatalyzeX Code Finder for Papers\n\n*(*[What is CatalyzeX?](https://www.catalyzex.com))\nDagsHub\n\n*(*[What is DagsHub?](https://dagshub.com/))\nGotit.pub\n\n*(*[What is GotitPub?](http://gotit.pub/faq))\nHugging Face\n\n*(*[What is Huggingface?](https://huggingface.co/huggingface))\nScienceCast\n\n*(*[What is ScienceCast?](https://sciencecast.org/welcome))# Demos\n\n# Recommenders and Search Tools\n\nInfluence Flower\n\n*(*[What are Influence Flowers?](https://influencemap.cmlab.dev/))\nCORE Recommender\n\n*(*[What is CORE?](https://core.ac.uk/services/recommender))# arXivLabs: experimental projects with community collaborators\n\narXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.\n\nBoth individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.\n\nHave an idea for a project that will add value for arXiv's community? [ Learn more about arXivLabs](https://info.arxiv.org/labs/index.html).", "url": "https://wpnews.pro/news/red-teaming-the-agentic-red-team", "canonical_source": "https://arxiv.org/abs/2606.24496", "published_at": "2026-06-26 19:53:13+00:00", "updated_at": "2026-06-26 20:05:35.251179+00:00", "lang": "en", "topics": ["ai-safety", "ai-agents", "ai-research"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/red-teaming-the-agentic-red-team", "markdown": "https://wpnews.pro/news/red-teaming-the-agentic-red-team.md", "text": "https://wpnews.pro/news/red-teaming-the-agentic-red-team.txt", "jsonld": "https://wpnews.pro/news/red-teaming-the-agentic-red-team.jsonld"}}