Official organization for ICML 2026 paper CKA-Agent: The Trojan Knowledge — a novel jailbreak framework achieving 96%+ success rates against state-of-the-art LLMs through adaptive tree search over correlated knowledge.
- Code Repository: CKA-Agent
- Project Homepage: cka-agent.github.io
- Paper:
- Title: The Trojan Knowledge: Bypassing Commercial LLM Guardrails via Harmless Prompt Weaving and Adaptive Tree Search
- Read more on arXiv, our paper is accpeted by ICML 2026
