Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack

Liu，Shengcai1; Lu，Ning2; Chen，Cheng3; Tang，Ke4

2022

10.1109/TASLP.2021.3130970

IEEE/ACM Transactions on Audio, Speech, and Language Processing   影响因子和分区

2329-9304

Textual attack adversarial examples word-level substitution combinatorial optimization

SCI ; EI

第一 ; 通讯

20214911284593

Combinatorial optimization ; Deep neural networks ; Job analysis ; Motion pictures ; Perturbation techniques ; Problem solving ; Speech processing

Ergonomics and Human Factors Engineering:461.4 ; Speech:751.5 ; Mathematics:921 ; Combinatorial Mathematics, Includes Graph Theory, Set Theory:921.4 ; Optimization Techniques:921.5

IEEE

1.Computer Science and Engineering, Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, (e-mail: liusc3@sustech.edu.cn)
2.Computer Science and Engineering, Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, (e-mail: 11610310@mail.sustech.edu.cn)
3.Computer Science and Engineering, Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, (e-mail: chenc3@sustech.edu.cn)
4.Computer Science and Engineering, Southern University of Science and Technology, 255310 Shenzhen, Guangdong, China, (e-mail: tangk3@sustech.edu.cn)

Liu，Shengcai,Lu，Ning,Chen，Cheng,et al. Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing,2022,30:98-111.

Liu，Shengcai,Lu，Ning,Chen，Cheng,&Tang，Ke.(2022).Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack.IEEE/ACM Transactions on Audio, Speech, and Language Processing,30,98-111.

Liu，Shengcai,et al."Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack".IEEE/ACM Transactions on Audio, Speech, and Language Processing 30(2022):98-111.