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20232026
most citedFMM-Head: Enhancing Autoencoder-based ECG anomaly detection with prior knowledge

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cs.CR2026

From Training Exposure to Membership Evidence: A Controlled Study of OLMo 2

Ali Banaei, Muhammad Shahab Shahzad, Gerald Q. Maguire +2

Whether a language model was trained on a document matters for copyright, privacy, and benchmark contamination. Yet most membership-inference (MI) evaluations on language models co…