Graph Information Bottleneck
Authors: Tailin Wu, Hongyu Ren, Pan Li, Jure Leskovec | Published: 2020-10-24
機械学習アルゴリズム
Avoiding Occupancy Detection from Smart Meter using Adversarial Machine Learning
Authors: ibrahim Yilmaz, Ambareen Siraj | Published: 2020-10-23
A Differentially Private Text Perturbation Method Using a Regularized Mahalanobis Metric
Authors: Zekun Xu, Abhinav Aggarwal, Oluwaseyi Feyisetan, Nathanael Teissier | Published: 2020-10-22
On the Intrinsic Differential Privacy of Bagging
Authors: Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong | Published: 2020-08-22
Profile Matching Across Online Social Networks
Authors: Anisa Halimi, Erman Ayday | Published: 2020-08-20
ByGARS: Byzantine SGD with Arbitrary Number of Attackers
Authors: Jayanth Regatti, Hao Chen, Abhishek Gupta | Published: 2020-06-24 | Updated: 2020-12-07
RayS: A Ray Searching Method for Hard-label Adversarial Attack
Authors: Jinghui Chen, Quanquan Gu | Published: 2020-06-23 | Updated: 2020-09-05
Free-rider Attacks on Model Aggregation in Federated Learning
Authors: Yann Fraboni, Richard Vidal, Marco Lorenzi | Published: 2020-06-21 | Updated: 2021-02-22
Rotation-Equivariant Neural Networks for Privacy Protection
Authors: Hao Zhang, Yiting Chen, Haotian Ma, Xu Cheng, Qihan Ren, Liyao Xiang, Jie Shi, Quanshi Zhang | Published: 2020-06-21
OGAN: Disrupting Deepfakes with an Adversarial Attack that Survives Training
Authors: Eran Segalis, Eran Galili | Published: 2020-06-17 | Updated: 2020-11-25