Percival: Making In-Browser Perceptual Ad Blocking Practical With Deep Learning
Authors: Zain ul abi Din, Panagiotis Tigas, Samuel T. King, Benjamin Livshits | Published: 2019-05-17 | Updated: 2020-05-20
POPQORN: Quantifying Robustness of Recurrent Neural Networks
Authors: Ching-Yun Ko, Zhaoyang Lyu, Tsui-Wei Weng, Luca Daniel, Ngai Wong, Dahua Lin | Published: 2019-05-17
Simple Black-box Adversarial Attacks
Authors: Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger | Published: 2019-05-17 | Updated: 2019-08-15
Online Multivariate Anomaly Detection and Localization for High-dimensional Settings
Authors: Mahsa Mozaffari, Yasin Yilmaz | Published: 2019-05-17 | Updated: 2020-07-14
Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection
Authors: Adarsh Kyadige, Ethan M. Rudd, Konstantin Berlin | Published: 2019-05-16
Fooling Computer Vision into Inferring the Wrong Body Mass Index
Authors: Owen Levin, Zihang Meng, Vikas Singh, Xiaojin Zhu | Published: 2019-05-16
Spatial Positioning Token (SPToken) for Smart Mobility
Authors: Roman Overko, Rodrigo H. Ordonez-Hurtado, Sergiy Zhuk, Pietro Ferraro, Andrew Cullen, Robert Shorten | Published: 2019-05-16 | Updated: 2020-12-11
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
Authors: Seungyong Moon, Gaon An, Hyun Oh Song | Published: 2019-05-16 | Updated: 2022-10-18
Data Poisoning Attacks on Stochastic Bandits
Authors: Fang Liu, Ness Shroff | Published: 2019-05-16
On Norm-Agnostic Robustness of Adversarial Training
Authors: Bai Li, Changyou Chen, Wenlin Wang, Lawrence Carin | Published: 2019-05-15