Powerful Physical Adversarial Examples Against Practical Face Recognition Systems
Authors: Inderjeet Singh, Toshinori Araki, Kazuya Kakizaki | Published: 2022-03-23
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Ethereum Fraud Detection with Heterogeneous Graph Neural Networks
Authors: Hiroki Kanezashi, Toyotaro Suzumura, Xin Liu, Takahiro Hirofuchi | Published: 2022-03-23 | Updated: 2022-07-04
Online Encrypted Skype Identification Based on an Updating Mechanism
Authors: Shi Dong | Published: 2022-03-23
Semi-Targeted Model Poisoning Attack on Federated Learning via Backward Error Analysis
Authors: Yuwei Sun, Hideya Ochiai, Jun Sakuma | Published: 2022-03-22 | Updated: 2022-05-10
Dazzle: Using Optimized Generative Adversarial Networks to Address Security Data Class Imbalance Issue
Authors: Rui Shu, Tianpei Xia, Laurie Williams, Tim Menzies | Published: 2022-03-22 | Updated: 2022-05-02
FGAN: Federated Generative Adversarial Networks for Anomaly Detection in Network Traffic
Authors: Sankha Das | Published: 2022-03-21
Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap
Authors: Nicolas Tempelmeier, Elena Demidova | Published: 2022-03-21
RareGAN: Generating Samples for Rare Classes
Authors: Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar | Published: 2022-03-20
The Dark Side: Security Concerns in Machine Learning for EDA
Authors: Zhiyao Xie, Jingyu Pan, Chen-Chia Chang, Yiran Chen | Published: 2022-03-20
On Robust Prefix-Tuning for Text Classification
Authors: Zonghan Yang, Yang Liu | Published: 2022-03-19