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
Privacy-Preserving Reinforcement Learning Beyond Expectation
Authors: Arezoo Rajabi, Bhaskar Ramasubramanian, Abdullah Al Maruf, Radha Poovendran | Published: 2022-03-18
Botnets Breaking Transformers: Localization of Power Botnet Attacks Against the Distribution Grid
Authors: Lynn Pepin, Lizhi Wang, Jiangwei Wang, Songyang Han, Pranav Pishawikar, Amir Herzberg, Peng Zhang, Fei Miao | Published: 2022-03-18