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cs.IT2023★ 2 cited
Private Inference in Quantized Models
Zirui Deng, Vinayak Ramkumar, Rawad Bitar +1
A typical setup in many machine learning scenarios involves a server that holds a model and a user that possesses data, and the challenge is to perform inference while safeguarding…
cs.IT2023
Approximate Private Inference in Quantized Models
Zirui Deng, Netanel Raviv
Private inference refers to a two-party setting in which one has a model (e.g., a linear classifier), the other has data, and the model is to be applied over the data while safegua…