12 citations · 78 across the 25 of their papers we have counts for
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cs.CR2022★ 1 cited
The Economics of Privacy and Utility: Investment Strategies
Chandra Sharma, George Amariucai, Shuangqing Wei
The inevitable leakage of privacy as a result of unrestrained disclosure of personal information has motivated extensive research on robust privacy-preserving mechanisms. However,…
cs.LG2022★ 6 cited
Uncertainty-Autoencoder-Based Privacy and Utility Preserving Data Type Conscious Transformation
Bishwas Mandal, George Amariucai, Shuangqing Wei
We propose an adversarial learning framework that deals with the privacy-utility tradeoff problem under two types of conditions: data-type ignorant, and data-type aware. Under data…