Adversarial Attack on Large Scale Graph

Authors: Jintang Li, Tao Xie, Liang Chen, Fenfang Xie, Xiangnan He, Zibin Zheng | Published: 2020-09-08 | Updated: 2021-05-06

Efficient Quantification of Profile Matching Risk in Social Networks

Authors: Anisa Halimi, Erman Ayday | Published: 2020-09-07

Black Box to White Box: Discover Model Characteristics Based on Strategic Probing

Authors: Josh Kalin, Matthew Ciolino, David Noever, Gerry Dozier | Published: 2020-09-07

Dynamically Computing Adversarial Perturbations for Recurrent Neural Networks

Authors: Shankar A. Deka, Dušan M. Stipanović, Claire J. Tomlin | Published: 2020-09-07

Detection Defense Against Adversarial Attacks with Saliency Map

Authors: Dengpan Ye, Chuanxi Chen, Changrui Liu, Hao Wang, Shunzhi Jiang | Published: 2020-09-06

CLEANN: Accelerated Trojan Shield for Embedded Neural Networks

Authors: Mojan Javaheripi, Mohammad Samragh, Gregory Fields, Tara Javidi, Farinaz Koushanfar | Published: 2020-09-04

Model extraction from counterfactual explanations

Authors: Ulrich Aïvodji, Alexandre Bolot, Sébastien Gambs | Published: 2020-09-03

Cost-aware Feature Selection for IoT Device Classification

Authors: Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy | Published: 2020-09-02 | Updated: 2021-04-21

Yet Meta Learning Can Adapt Fast, It Can Also Break Easily

Authors: Han Xu, Yaxin Li, Xiaorui Liu, Hui Liu, Jiliang Tang | Published: 2020-09-02

Adversarial Attacks on Deep Learning Systems for User Identification based on Motion Sensors

Authors: Cezara Benegui, Radu Tudor Ionescu | Published: 2020-09-02 | Updated: 2020-11-05