Fake News, Real Crashes: Information Injection Attacks on LLM Financial Trading Agents.

arXiv:2610.26438v1 Announce Type: cross Abstract: Large language model (LLM) agents now trade real capital using news as evidence, yet they cannot reliably tell fabricated headlines from real news. Because they read the same feeds under near-identical policies