Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees
Authors: Jacob H. Seidman, Mahyar Fazlyab, Victor M. Preciado, George J. Pappas | Published: 2020-05-01
アルゴリズム
Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability
Authors: Nathan Inkawhich, Kevin J Liang, Binghui Wang, Matthew Inkawhich, Lawrence Carin, Yiran Chen | Published: 2020-04-29
Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph
Authors: Amir Hossein Kargaran, Mohammad Sadegh Akhondzadeh, Mohammad Reza Heidarpour, Mohammad Hossein Manshaei, Kave Salamatian, Masoud Nejad Sattary | Published: 2020-04-29 | Updated: 2021-05-10
Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks
Authors: Alex Habeen Chang, Benjamin M. Case | Published: 2020-04-28 | Updated: 2020-04-29
Printing and Scanning Attack for Image Counter Forensics
Authors: Hailey Joren, Otkrist Gupta, Dan Raviv | Published: 2020-04-27 | Updated: 2020-06-24
Face X-ray for More General Face Forgery Detection
Authors: Lingzhi Li, Jianmin Bao, Ting Zhang, Hao Yang, Dong Chen, Fang Wen, Baining Guo | Published: 2019-12-31 | Updated: 2020-04-19
Algorithmic Bias in Recidivism Prediction: A Causal Perspective
Authors: Aria Khademi, Vasant Honavar | Published: 2019-11-24
Data Poisoning Attacks on Stochastic Bandits
Authors: Fang Liu, Ness Shroff | Published: 2019-05-16
Efficient ConvNets for Analog Arrays
Authors: Malte J. Rasch, Tayfun Gokmen, Mattia Rigotti, Wilfried Haensch | Published: 2018-07-03
Stochastic Layer-Wise Precision in Deep Neural Networks
Authors: Griffin Lacey, Graham W. Taylor, Shawki Areibi | Published: 2018-07-03