Understanding Membership Inferences on Well-Generalized Learning Models
Authors: Yunhui Long, Vincent Bindschaedler, Lei Wang, Diyue Bu, Xiaofeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen | Published: 2018-02-13
Literature Database
Distributed One-class Learning
Authors: Ali Shahin Shamsabadi, Hamed Haddadi, Andrea Cavallaro | Published: 2018-02-10
Certified Robustness to Adversarial Examples with Differential Privacy
Authors: Mathias Lecuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel Hsu, Suman Jana | Published: 2018-02-09 | Updated: 2019-05-29
URLNet: Learning a URL Representation with Deep Learning for Malicious URL Detection
Authors: Hung Le, Quang Pham, Doyen Sahoo, Steven C. H. Hoi | Published: 2018-02-09 | Updated: 2018-03-02
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection
Authors: Andrea Paudice, Luis Muñoz-González, Andras Gyorgy, Emil C. Lupu | Published: 2018-02-08
A Game-Theoretic Approach to Design Secure and Resilient Distributed Support Vector Machines
Authors: Rui Zhang, Quanyan Zhu | Published: 2018-02-07
CryptoRec: Privacy-preserving Recommendation as a Service
Authors: Jun Wang, Afonso Arriaga, Qiang Tang, Peter Y. A. Ryan | Published: 2018-02-07 | Updated: 2018-05-13
ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks
Authors: Tsung-Ting Kuo, Lucila Ohno-Machado | Published: 2018-02-06
Blind Pre-Processing: A Robust Defense Method Against Adversarial Examples
Authors: Adnan Siraj Rakin, Zhezhi He, Boqing Gong, Deliang Fan | Published: 2018-02-05 | Updated: 2018-02-07
IntelliAV: Building an Effective On-Device Android Malware Detector
Authors: Mansour Ahmadi, Angelo Sotgiu, Giorgio Giacinto | Published: 2018-02-04