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cs.LG2022
Meta Pattern Concern Score: A Novel Evaluation Measure with Human Values for Multi-classifiers
Yanyun Wang, Dehui Du, Yuanhao Liu
While advanced classifiers have been increasingly used in real-world safety-critical applications, how to properly evaluate the black-box models given specific human values remains…
cs.LG2022
TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack
Yanyun Wang, Dehui Du, Haibo Hu +2
Recent years have witnessed the success of recurrent neural network (RNN) models in time series classification (TSC). However, neural networks (NNs) are vulnerable to adversarial s…