#ipi traps

In a test of major LLMs, Zscaler found that some autonomous AI agents fell victim to frauds, reinforcing how easily some high-end enterprise agents can be conned by schemes that would fool few, if any, humans. The security vendor looked at various forms of indirect prompt injection (IPI) traps and found that, whereas many models fell victim to the schemes, some of the lower-level LLMs fared better than their pricier siblings.  The Zscaler testing found, for example, that four models were found to be “vulnerable”: Llama3-3-70b-instruct; Llama3-2-90b-instruct; Gemini-3-flash; and Gemini-2.5-pro. Three models were found to be “safe”: Llama4-maverick; Gemini-3.1-pro; and Gemini-3.1-flash-lite. Those results indicated that the scam resistance of Gemini-2.5-pro was seemingly weaker than that of Gemini-3.1-flash-lite.  But Noah Kenney, principal consultant at Digital 520, said that there is not necessarily any valuable takeaway from that revelation, because agents constantly change behavior a