Prompt Injection to RCE in AI Agents

Prompt Injection to RCE in AI Agents

Two AI agents with pre-approved commands can still be exploited via argument injection, enabling remote code execution (RCE) despite human approval. The post outlines antipatterns, real-world attack examples across three platforms, and practical defenses like sandboxing and argument separation.
#argumentinjection #RCE #sandboxing #GTFOBINS #LOLBINS

Keypoints

  • Pre-approved command lists create an injection surface through which attackers can append or alter arguments.
  • Real-world attacks demonstrate one-shot RCE through carefully crafted prompts and tool invocations.
  • Facade patterns can mitigate risk but require careful input validation and explicit argument separation.
  • Sandboxing is the most effective defense, with containerization, WASM, and OS-level sandboxes as viable approaches.
  • Ongoing auditing, logging, and user-in-the-loop checks are essential for detecting and stopping exploitation paths.

Read More: https://blog.trailofbits.com/2025/10/22/prompt-injection-to-rce-in-ai-agents/