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64gd-64
Me
Memory
Severity7/10
Memorization
Exact storage of training data in model weights, allowing extraction of sensitive information via specific queries.
Periodic recordPrivacyarXiv2025
Elena Sofia Ruzzetti, Giancarlo A. Xompero, Davide Venditti, Fabio Massimo Zanzotto
Mitigation Strategy
Exhaustive training data deduplication, application of Differential Privacy, memorization detection and mitigation, and DP-SGD techniques.
Atomic Number
64
Me
Risk ID
gd-64
Severity
7/10
Severity Level