Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks

Jin Zhao, Marta Knežević, Tanja Käser

Large Language Models (LLMs) are increasingly used in education, yet their default helpfulness often conflicts with pedagogical principles. Prior work evaluates pedagogical quality…