2026
Time-To-Inconsistency: A Survival Analysis of Large Language Model Robustness to Adversarial Attacks
ICLR 2026poster
Large Language Models (LLMs) have revolutionized conversational AI, yet their robustness in extended multi-turn dialogues remains poorly understood. Existing evaluation frameworks focus on static benchmarks and single-turn assessments, failing to capture the temporal dynamics of conversational degra…