359 citations · 1.5k across the 101 of their papers we have counts for
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3 papers · 1 filter
cs.CL2017★ 79 cited
HotFlip: White-Box Adversarial Examples for Text Classification
Javid Ebrahimi, Anyi Rao, Daniel Lowd +1
We propose an efficient method to generate white-box adversarial examples to trick a character-level neural classifier. We find that only a few manipulations are needed to greatly…
cs.CR2017★ 18 cited
Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning
NhatHai Phan, Xintao Wu, Han Hu +1
In this paper, we focus on developing a novel mechanism to preserve differential privacy in deep neural networks, such that: (1) The privacy budget consumption is totally independe…
cs.LG2017★ 2 cited
Preserving Differential Privacy in Convolutional Deep Belief Networks
NhatHai Phan, Xintao Wu, Dejing Dou
The remarkable development of deep learning in medicine and healthcare domain presents obvious privacy issues, when deep neural networks are built on users' personal and highly sen…