Attacking the Madry Defense Model with $L_1$-based Adversarial Examples
Authors: Yash Sharma, Pin-Yu Chen | Published: 2017-10-30 | Updated: 2018-07-27
Certifying Some Distributional Robustness with Principled Adversarial Training
Authors: Aman Sinha, Hongseok Namkoong, Riccardo Volpi, John Duchi | Published: 2017-10-29 | Updated: 2020-05-01
Interpretation of Neural Networks is Fragile
Authors: Amirata Ghorbani, Abubakar Abid, James Zou | Published: 2017-10-29 | Updated: 2018-11-06
Context-Aware Generative Adversarial Privacy
Authors: Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal | Published: 2017-10-26 | Updated: 2017-12-03
Maximum Principle Based Algorithms for Deep Learning
Authors: Qianxiao Li, Long Chen, Cheng Tai, Weinan E | Published: 2017-10-26 | Updated: 2018-06-02
Malware Detection by Eating a Whole EXE
Authors: Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles Nicholas | Published: 2017-10-25
One pixel attack for fooling deep neural networks
Authors: Jiawei Su, Danilo Vasconcellos Vargas, Sakurai Kouichi | Published: 2017-10-24 | Updated: 2019-10-17
Human-in-the-loop Artificial Intelligence
Authors: Fabio Massimo Zanzotto | Published: 2017-10-23
Survey of Machine Learning Techniques for Malware Analysis
Authors: Daniele Ucci, Leonardo Aniello, Roberto Baldoni | Published: 2017-10-23 | Updated: 2018-11-26
WristAuthen: A Dynamic Time Wrapping Approach for User Authentication by Hand-Interaction through Wrist-Worn Devices
Authors: Qi Lyu, Zhifeng Kong, Chao Shen, Tianwei Yue | Published: 2017-10-22