Evaluating Explanation Without Ground Truth in Interpretable Machine Learning
Authors: Fan Yang, Mengnan Du, Xia Hu | Published: 2019-07-16 | Updated: 2019-08-15
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving
Authors: Yulong Cao, Chaowei Xiao, Benjamin Cyr, Yimeng Zhou, Won Park, Sara Rampazzi, Qi Alfred Chen, Kevin Fu, Z. Morley Mao | Published: 2019-07-16 | Updated: 2019-08-20
Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning
Authors: Bao Wang, Stanley J. Osher | Published: 2019-07-16
Recovery Guarantees for Compressible Signals with Adversarial Noise
Authors: Jasjeet Dhaliwal, Kyle Hambrook | Published: 2019-07-15 | Updated: 2019-08-07
Measuring the Transferability of Adversarial Examples
Authors: Deyan Petrov, Timothy M. Hospedales | Published: 2019-07-14
Motion Sensor-based Privacy Attack on Smartphones
Authors: S Abhishek Anand, Chen Wang, Jian Liu, Nitesh Saxena, Yingying Chen | Published: 2019-07-12 | Updated: 2020-10-19
A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams
Authors: Avishek Bose, Vahid Behzadan, Carlos Aguirre, William H. Hsu | Published: 2019-07-12
Stateful Detection of Black-Box Adversarial Attacks
Authors: Steven Chen, Nicholas Carlini, David Wagner | Published: 2019-07-12
Adversarial Objects Against LiDAR-Based Autonomous Driving Systems
Authors: Yulong Cao, Chaowei Xiao, Dawei Yang, Jing Fang, Ruigang Yang, Mingyan Liu, Bo Li | Published: 2019-07-11
Conditional Analysis for Key-Value Data with Local Differential Privacy
Authors: Lin Sun, Jun Zhao, Xiaojun Ye, Shuo Feng, Teng Wang, Tao Bai | Published: 2019-07-11