Efficient passive membership inference attack in federated learning
Authors: Oualid Zari, Chuan Xu, Giovanni Neglia | Published: 2021-10-31
Autoencoder-based Anomaly Detection in Smart Farming Ecosystem
Authors: Mary Adkisson, Jeffrey C Kimmel, Maanak Gupta, Mahmoud Abdelsalam | Published: 2021-10-29
Evaluation of an Anomaly Detector for Routers using Parameterizable Malware in an IoT Ecosystem
Authors: John Carter, Spiros Mancoridis | Published: 2021-10-29
A Comprehensive Study on Learning-Based PE Malware Family Classification Methods
Authors: Yixuan Ma, Shuang Liu, Jiajun Jiang, Guanhong Chen, Keqiu Li | Published: 2021-10-29
On the Use of CSI for the Generation of RF Fingerprints and Secret Keys
Authors: Muralikrishnan Srinivasan, Sotiris Skaperas, Arsenia Chorti | Published: 2021-10-28
Federated Learning with Heterogeneous Differential Privacy
Authors: Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami | Published: 2021-10-28 | Updated: 2023-01-14
A Machine Learning Approach for DDoS Detection on IoT Devices
Authors: Alireza Seifousadati, Saeid Ghasemshirazi, Mohammad Fathian | Published: 2021-10-28
Robustness of Graph Neural Networks at Scale
Authors: Simon Geisler, Tobias Schmidt, Hakan Şirin, Daniel Zügner, Aleksandar Bojchevski, Stephan Günnemann | Published: 2021-10-26 | Updated: 2023-04-30
SEDML: Securely and Efficiently Harnessing Distributed Knowledge in Machine Learning
Authors: Yansong Gao, Qun Li, Yifeng Zheng, Guohong Wang, Jiannan Wei, Mang Su | Published: 2021-10-26
Anomaly-Based Intrusion Detection System for Cyber-Physical System Security
Authors: Riccardo Colelli, Filippo Magri, Stefano Panzieri, Federica Pascucci | Published: 2021-10-25