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Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders

Samuel Harford Fazle Karim Houshang Darabi

自动化学报(英文版)2021,Vol.8Issue(9):1523-1538,16.
自动化学报(英文版)2021,Vol.8Issue(9):1523-1538,16.DOI:10.1109/JAS.2021.1004108

Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders

Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders

Samuel Harford 1Fazle Karim 1Houshang Darabi1

作者信息

  • 1. Department of Mechanical and Industrial Engineering,University of Illinois at Chicago,Chicago,IL 60607 USA
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摘要

关键词

Adversarial machine learning/deep learning/multivariate time series/perturbation methods

Key words

Adversarial machine learning/deep learning/multivariate time series/perturbation methods

引用本文复制引用

Samuel Harford,Fazle Karim,Houshang Darabi..Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders[J].自动化学报(英文版),2021,8(9):1523-1538,16.

自动化学报(英文版)

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