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AI Agent Traps: New Vulnerabilities in Autonomous LLM Systems

Excited about our new paper: AI Agent Traps AI agents inherit every vulnerability of the LLMs they're built on – but their autonomy, persistence, and access to tools create an entirely new attack surface: the information environmental itself. The web pages, emails, APIs, and databases agents interact with can all be weaponised against them. We introduce a taxonomy of six classes of adversarial threats – from prompt injections hidden in web pages to systemic attacks on multi-agent networks. I’m outlining the six categories of traps in the thread bellow

→ View original post on X — @debashis_dutta, 2026-03-31 15:27 UTC