Blind Justice: Fairness with Encrypted Sensitive Attributes

Authors: Niki Kilbertus, Adrià Gascón, Matt J. Kusner, Michael Veale, Krishna P. Gummadi, Adrian Weller | Published: 2018-06-08

A Study of EV BMS Cyber Security Based on Neural Network SOC Prediction

Authors: Syed Rahman, Haneen Aburub, Yemeserach Mekonnen, Arif I. Sarwat | Published: 2018-06-07

MEBN-RM: A Mapping between Multi-Entity Bayesian Network and Relational Model

Authors: Cheol Young Park, Kathryn Blackmond Laskey | Published: 2018-06-06 | Updated: 2018-06-08

Adversarial Attack on Graph Structured Data

Authors: Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, Le Song | Published: 2018-06-06

Adversarial Regression with Multiple Learners

Authors: Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik | Published: 2018-06-06

Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms

Authors: Xueru Zhang, Mohammad Mahdi Khalili, Mingyan Liu | Published: 2018-06-06

Killing four birds with one Gaussian process: the relation between different test-time attacks

Authors: Kathrin Grosse, Michael T. Smith, Michael Backes | Published: 2018-06-06 | Updated: 2020-11-29

Set-based Obfuscation for Strong PUFs against Machine Learning Attacks

Authors: Jiliang Zhang, Chaoqun Shen | Published: 2018-06-06 | Updated: 2019-11-13

Evidential Deep Learning to Quantify Classification Uncertainty

Authors: Murat Sensoy, Lance Kaplan, Melih Kandemir | Published: 2018-06-05 | Updated: 2018-10-31

An Explainable Adversarial Robustness Metric for Deep Learning Neural Networks

Authors: Chirag Agarwal, Bo Dong, Dan Schonfeld, Anthony Hoogs | Published: 2018-06-05 | Updated: 2018-06-06