Differentially Private Naive Bayes Classifier using Smooth Sensitivity
Authors: Farzad Zafarani, Chris Clifton | Published: 2020-03-31 | Updated: 2021-07-19
計算効率
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent
Authors: Pu Zhao, Pin-Yu Chen, Siyue Wang, Xue Lin | Published: 2020-02-18
On the Matrix-Free Generation of Adversarial Perturbations for Black-Box Attacks
Authors: Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe | Published: 2020-02-18
Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning: A Lipschitz-Inspired Coordinate-wise Median Approach
Authors: Haibo Yang, Xin Zhang, Minghong Fang, Jia Liu | Published: 2019-09-10
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data
Authors: Qian Lou, Lei Jiang | Published: 2019-06-01 | Updated: 2019-11-16