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Robust Multivariate Time-Series Forecasting: Adversarial Attacks and
  Defense Mechanisms
v1v2v3 (latest)

Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms

International Conference on Learning Representations (ICLR), 2022
19 July 2022
Linbo Liu
Youngsuk Park
T. Hoang
Hilaf Hasson
Jun Huan
    AAML
ArXiv (abs)PDFHTML

Papers citing "Robust Multivariate Time-Series Forecasting: Adversarial Attacks and Defense Mechanisms"

5 / 5 papers shown
The Black Tuesday Attack: how to crash the stock market with adversarial examples to financial forecasting models
The Black Tuesday Attack: how to crash the stock market with adversarial examples to financial forecasting models
Thomas Hofweber
Jefrey Bergl
Ian Reyes
Amir Sadovnik
AAMLAIFin
150
0
0
21 Oct 2025
Trojan Horse Hunt in Time Series Forecasting for Space Operations
Trojan Horse Hunt in Time Series Forecasting for Space Operations
Krzysztof Kotowski
Ramez Shendy
J. Nalepa
P. Biecek
Piotr Wilczyñski
Agata Kaczmarek
Dawid Płudowski
Artur Janicki
Evridiki Vasileia Ntagiou
185
0
0
02 Jun 2025
Breaking Boundaries: Balancing Performance and Robustness in Deep
  Wireless Traffic Forecasting
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting
Romain Ilbert
Thai V. Hoang
Zonghua Zhang
Themis Palpanas
OODAAML
386
1
0
16 Nov 2023
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress,
  and Prospects
Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and ProspectsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Kexin Zhang
Qingsong Wen
Chaoli Zhang
Rongyao Cai
Ming Jin
...
James Y. Zhang
Yuxuan Liang
Guansong Pang
Dongjin Song
Shirui Pan
AI4TS
486
194
0
16 Jun 2023
A Survey on Time-Series Pre-Trained Models
A Survey on Time-Series Pre-Trained ModelsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
Qianli Ma
Ziqiang Liu
Zhenjing Zheng
Ziyang Huang
Siying Zhu
Zhongzhong Yu
James T. Kwok
AI4TS
283
88
0
18 May 2023
1