Researchers bypass AI agent frameworks with repeat prompt
🔍 Researchers demonstrated a novel prompt injection technique called “Repeat-After-Me” that tricks six popular AI agent frameworks into executing attacker-supplied tool calls. The team found the method worked on frameworks including LangChain, Microsoft AutoGen, Google ADK 2.0, AWS Strands, and CrewAI by having models echo structured calls which orchestrators then executed. They also developed a fuzzing tool, ToFu, that uncovered hundreds of tool vulnerabilities across many MCP servers. The paper reports serious flaws like path traversal, SSRF, and command injection, and urges stronger input validation and separation of model output from authorization.
