Understanding IoT Security Through the Data Crystal Ball: Where We Are Now and Where We Are Going to Be

Authors: Nan Zhang, Soteris Demetriou, Xianghang Mi, Wenrui Diao, Kan Yuan, Peiyuan Zong, Feng Qian, XiaoFeng Wang, Kai Chen, Yuan Tian, Carl A. Gunter, Kehuan Zhang, Patrick Tague, Yue-Hsun Lin | Published: 2017-03-28

Adversarial Source Identification Game with Corrupted Training

Authors: Mauro Barni, Benedetta Tondi | Published: 2017-03-27

Biologically inspired protection of deep networks from adversarial attacks

Authors: Aran Nayebi, Surya Ganguli | Published: 2017-03-27

Data Driven Exploratory Attacks on Black Box Classifiers in Adversarial Domains

Authors: Tegjyot Singh Sethi, Mehmed Kantardzic | Published: 2017-03-23

PriMaL: A Privacy-Preserving Machine Learning Method for Event Detection in Distributed Sensor Networks

Authors: Stefano Bennati, Catholijn M. Jonker | Published: 2017-03-21

CSI: A Hybrid Deep Model for Fake News Detection

Authors: Natali Ruchansky, Sungyong Seo, Yan Liu | Published: 2017-03-20 | Updated: 2017-09-03

Counterfactual Fairness

Authors: Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva | Published: 2017-03-20 | Updated: 2018-03-08

Fraternal Twins: Unifying Attacks on Machine Learning and Digital Watermarking

Authors: Erwin Quiring, Daniel Arp, Konrad Rieck | Published: 2017-03-16

Understanding Black-box Predictions via Influence Functions

Authors: Pang Wei Koh, Percy Liang | Published: 2017-03-14 | Updated: 2020-12-29

Implicit Sensor-based Authentication of Smartphone Users with Smartwatch

Authors: Wei-Han Lee, Ruby Lee | Published: 2017-03-10