LLM attackers persuade frontier LLMs to generate prohibited essays on consensus topics through multi-turn natural-language pressure, with success rates up to 100% in some model-topic pairs.
Proceedings of the 40th International Conference on Machine Learning (ICML) , year =
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
LLM-Based Persuasion Enables Guardrail Override in Frontier LLMs
LLM attackers persuade frontier LLMs to generate prohibited essays on consensus topics through multi-turn natural-language pressure, with success rates up to 100% in some model-topic pairs.