FedTADBench: Federated Time-Series Anomaly Detection Benchmark

FedTADBench: Federated Time-Series Anomaly Detection Benchmark

19 December 2022

Le Zhang

Papers citing "FedTADBench: Federated Time-Series Anomaly Detection Benchmark"

6 / 6 papers shown

Title
Federated Learning with Reservoir State Analysis for Time Series Anomaly Detection Keigo Nogami Tamura Hiroto Gouhei Tanaka FedML 136 0 0 17 Feb 2025
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg Wenyu Zhang Jules Samaran R. Savitha Chuan-Sheng Foo AI4TS 67 224 0 23 Sep 2021
Graph Neural Network-Based Anomaly Detection in Multivariate Time Series Ailin Deng Bryan Hooi AI4TS 41 860 0 13 Jun 2021
Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder Longyuan Li Junchi Yan Haiyang Wang Yaohui Jin BDL AI4TS 54 139 0 02 Feb 2021
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach Yi Liu S. Garg Jiangtian Nie Yan Zhang Zehui Xiong Jiawen Kang M. S. Hossain FedML 51 378 0 19 Jul 2020
Federated Machine Learning: Concept and Applications Qiang Yang Yang Liu Tianjian Chen Yongxin Tong FedML 47 2,297 0 13 Feb 2019