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09/22/2021
Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries
An increasing number of open-source libraries promise to bring different...
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07/21/2019
Characterizing Attacks on Deep Reinforcement Learning
Deep reinforcement learning (DRL) has achieved great success in various ...
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04/14/2018
Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution
Smart contracts are applications that execute on blockchains. Today they...
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01/08/2018
Spatially transformed adversarial examples
Recent studies show that widely used deep neural networks (DNNs) are vul...
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01/08/2018
Generating adversarial examples with adversarial networks
Deep neural networks (DNNs) have been found to be vulnerable to adversar...
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12/27/2017