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Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications

🗓️ 21 May 2026 00:00:00Reported by Le Minh Nguyen, Ziyi Tong, Feifei SunType 
packetstormnews
 packetstormnews
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This survey unifies pretraining data exposure across levels, covering membership inference, data contamination, and defense challenges.

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