Probe-Geometry Alignment: Erasing the Cross-Sequence Memorization Signature Below Chance

Anamika Paul Rupa, Anietie Andy

Recent attacks show that behavioural unlearning of large language models leaves internal traces recoverable by adversarial probes. We characterise where this retention lives and sh…