Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models
Authors: Shangwei Guo, Tianwei Zhang, Han Qiu, Yi Zeng, Tao Xiang, Yang Liu | Published: 2020-09-18 | Updated: 2021-05-17
Data Generation
Real-Time Anomaly Detection in Edge Streams
Authors: Siddharth Bhatia, Rui Liu, Bryan Hooi, Minji Yoon, Kijung Shin, Christos Faloutsos | Published: 2020-09-17 | Updated: 2022-04-25
Multimodal Safety-Critical Scenarios Generation for Decision-Making Algorithms Evaluation
Authors: Wenhao Ding, Baiming Chen, Bo Li, Kim Ji Eun, Ding Zhao | Published: 2020-09-16 | Updated: 2020-12-26
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup
Authors: Jang-Hyun Kim, Wonho Choo, Hyun Oh Song | Published: 2020-09-15 | Updated: 2020-12-30
Private data sharing between decentralized users through the privGAN architecture
Authors: Jean-Francois Rajotte, Raymond T Ng | Published: 2020-09-14
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