Private data sharing between decentralized users through the privGAN architecture
Authors: Jean-Francois Rajotte, Raymond T Ng | Published: 2020-09-14
Data Generation
MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models
Authors: Yixi Xu, Sumit Mukherjee, Xiyang Liu, Shruti Tople, Rahul Dodhia, Juan Lavista Ferres | Published: 2020-09-11 | Updated: 2022-10-12
Attribute Privacy: Framework and Mechanisms
Authors: Wanrong Zhang, Olga Ohrimenko, Rachel Cummings | Published: 2020-09-08 | Updated: 2021-05-11
MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models
Authors: Thai Le, Suhang Wang, Dongwon Lee | Published: 2020-09-01 | Updated: 2020-09-27
A3Ident: A Two-phased Approach to Identify the Leading Authors of Android Apps
Authors: Wei Wang, Guozhu Meng, Haoyu Wang, Kai Chen, Weimin Ge, Xiaohong Li | Published: 2020-08-31
Imitation Privacy
Authors: Xun Xian, Xinran Wang, Mingyi Hong, Jie Ding, Reza Ghanadan | Published: 2020-08-30
Every Query Counts: Analyzing the Privacy Loss of Exploratory Data Analyses
Authors: Saskia Nuñez von Voigt, Mira Pauli, Johanna Reichert, Florian Tschorsch | Published: 2020-08-27
On the Intrinsic Differential Privacy of Bagging
Authors: Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2020-08-22
PicoDomain: A Compact High-Fidelity Cybersecurity Dataset
Authors: Craig Laprade, Benjamin Bowman, H. Howie Huang | Published: 2020-08-20
Simulated Blockchains for Machine Learning Traceability and Transaction Values in the Monero Network
Authors: Nathan Borggren, Hyoung-yoon Kim, Lihan Yao, Gary Koplik | Published: 2020-01-12