The Space of Transferable Adversarial Examples
Authors: Florian Tramèr, Nicolas Papernot, Ian Goodfellow, Dan Boneh, Patrick McDaniel | Published: 2017-04-11 | Updated: 2017-05-23
Optimized Data Pre-Processing for Discrimination Prevention
Authors: Flavio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney | Published: 2017-04-11
Interpretable Explanations of Black Boxes by Meaningful Perturbation
Authors: Ruth Fong, Andrea Vedaldi | Published: 2017-04-11 | Updated: 2021-12-03
Security Analytics of Network Flow Data of IoT and Mobile Devices (Work-in-progress)
Authors: Ashish Kundu, Chinmay Kundu, Karan K. Budhraja | Published: 2017-04-10
Learning Important Features Through Propagating Activation Differences
Authors: Avanti Shrikumar, Peyton Greenside, Anshul Kundaje | Published: 2017-04-10 | Updated: 2019-10-12
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
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