Yiren Zhao
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2026
Quantamination: Dynamic Quantization Leaks Your Data Across the Batch
This paper identifies a critical privacy vulnerability, termed Quantamination, where dynamic quantization in popular ML frameworks can leak sensitive user data across batch boundaries.
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cs.CRcs.LGRecentApr 29, 2026
Quantamination: Dynamic Quantization Leaks Your Data Across the Batch
Hanna Foerster, Ilia Shumailov, Cheng Zhang, Yiren Zhao +2 more
This paper identifies a critical privacy vulnerability, termed Quantamination, where dynamic quantization in popular ML frameworks can leak sensitive user data across batch boundaries.
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