Publications

Yanyun Wang, Dehui Du, Haibo Hu, Yuanhao Liu (2023). TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Gray-Box Attack. ArXiv preprint.

Code

Yanyun Wang, Dehui Du, Yuanhao Liu (2023). Meta Pattern Concern Score: A Novel Evaluation Measure with Human Values for Multi-classifiers. In The IEEE International Conference on Systems, Man, and Cybernetics (SMC, CCF-C). Accepted to appear.

Mingjun Ma, Dehui Du, Yuanhao Liu, Yanyun Wang, Yiyang Li (2022). Efficient Adversarial Sequence Generation for RNN with Symbolic Weighted Finite Automata. In Safe AI Workshop @ The AAAI Conference on Artificial Intelligence (AAAI, CCF-A). Best Paper Award Nomination.

PDF Cite Slides Video