topic
Prompt Injection
2 posts tagged Prompt Injection.
AI Security4 min read
Prompt Injection Is Role Confusion: New Research Reframes LLM Security
MIT researchers show frontier LLMs can't truly distinguish their own privileged reasoning from attacker-injected text — and writing style alone swings attack success from 61% to 10%.
- prompt injection
- llm security
- agentic ai
- jailbreak
- model safety
AI Security4 min read
Opus 4.6 Survived 6,000 Injection Attacks: Lessons for Agentic Finance
A public red-team challenge threw 6,000 email-based prompt injection attempts at a Claude Opus 4.6 agent — and nobody cracked it. Here's what builders of AI-driven financial systems should take from the result.
- prompt injection
- ai agents
- llm safety
- agentic finance
- claude opus