Enhancing Robustness of Machine Learning Systems via Data Transformations
Authors: Arjun Nitin Bhagoji, Daniel Cullina, Chawin Sitawarin, Prateek Mittal | Published: 2017-04-09 | Updated: 2017-11-29
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A Multi-view Context-aware Approach to Android Malware Detection and Malicious Code Localization
Authors: Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu | Published: 2017-04-06 | Updated: 2017-04-08
Adequacy of the Gradient-Descent Method for Classifier Evasion Attacks
Authors: Yi Han, Benjamin I. P. Rubinstein | Published: 2017-04-06 | Updated: 2017-05-25
Comment on “Biologically inspired protection of deep networks from adversarial attacks”
Authors: Wieland Brendel, Matthias Bethge | Published: 2017-04-05
EMULATOR vs REAL PHONE: Android Malware Detection Using Machine Learning
Authors: Mohammed K. Alzaylaee, Suleiman Y. Yerima, Sakir Sezer | Published: 2017-03-31
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Authors: Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros | Published: 2017-03-30 | Updated: 2020-08-24
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