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cs.CV2019
Recovery Guarantees for Compressible Signals with Adversarial Noise
Jasjeet Dhaliwal, Kyle Hambrook
We provide recovery guarantees for compressible signals that have been corrupted with noise and extend the framework introduced in \cite{bafna2018thwarting} to defend neural networ…
cs.DS2019★ 1 cited
Utility Preserving Secure Private Data Release
Jasjeet Dhaliwal, Geoffrey So, Aleatha Parker-Wood +1
Differential privacy mechanisms that also make reconstruction of the data impossible come at a cost - a decrease in utility. In this paper, we tackle this problem by designing a pr…