Security in AI financial services: Top 10 LLM attack prompts

This guide catalogs the top adversarial probes and LLM security attack techniques that threaten AI-driven financial services—covering prompt injection, CoT forgery, multi-turn jailbreaks like the Crescendo Attack, data exfiltration risks, synthetic identity fraud facilitation, and compliance/regulatory evasion methods—aimed at mapping the attack surface and showing which vulnerabilities pose the greatest risk to production financial LLM workflows.