Every AI-tutoring tool faces the world's most motivated attackers: students.
Every AI-tutoring tool faces the world's most motivated attackers: students. "Ignore previous instructions" is homework; jailbreak tutorials circulate in group chats within days of any tool's launch. TutorGuard hardens the tutor's tool against their actual adversary: the injection corpus tuned to student patterns (instruction-override, answer-extraction, roleplay-ladder, "my teacher said" authority-invoking), the output filter that stops the tool doing the student's work, and the weekly probe th…
Every AI-tutoring tool faces the world's most motivated attackers: students. "Ignore previous instructions" is homework; jailbreak tutorials circulate in group chats within days of any tool's launch. TutorGuard hardens the tutor's tool against their actual adversary: the injection corpus tuned to student patterns (instruction-override, answer-extraction, roleplay-ladder, "my teacher said" authorit
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