Abnormal Client Behavior Detection in Federated Learning
Authors: Suyi Li, Yong Cheng, Yang Liu, Wei Wang, Tianjian Chen | Published: 2019-10-22 | Updated: 2019-12-06
Edge Dithering for Robust Adaptive Graph Convolutional Networks
Authors: Vassilis N. Ioannidis, Georgios B. Giannakis | Published: 2019-10-21
GraphSAC: Detecting anomalies in large-scale graphs
Authors: Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis | Published: 2019-10-21
Learning to Learn by Zeroth-Order Oracle
Authors: Yangjun Ruan, Yuanhao Xiong, Sashank Reddi, Sanjiv Kumar, Cho-Jui Hsieh | Published: 2019-10-21 | Updated: 2020-02-07
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods
Authors: Eyke Hüllermeier, Willem Waegeman | Published: 2019-10-21 | Updated: 2020-09-16
Cryptomining Makes Noise: a Machine Learning Approach for Cryptojacking Detection
Authors: Maurantonio Caprolu, Simone Raponi, Gabriele Oligeri, Roberto Di Pietro | Published: 2019-10-21 | Updated: 2020-01-28
Recovering Localized Adversarial Attacks
Authors: Jan Philip Göpfert, Heiko Wersing, Barbara Hammer | Published: 2019-10-21
Leveraging Hierarchical Representations for Preserving Privacy and Utility in Text
Authors: Oluwaseyi Feyisetan, Tom Diethe, Thomas Drake | Published: 2019-10-20
Tree-based Intelligent Intrusion Detection System in Internet of Vehicles
Authors: Li Yang, Abdallah Moubayed, Ismail Hamieh, Abdallah Shami | Published: 2019-10-18 | Updated: 2022-10-05
A Fast Saddle-Point Dynamical System Approach to Robust Deep Learning
Authors: Yasaman Esfandiari, Aditya Balu, Keivan Ebrahimi, Umesh Vaidya, Nicola Elia, Soumik Sarkar | Published: 2019-10-18 | Updated: 2021-03-01