Adversarial sample detection for deep neural network through model mutation testing

Author

Jingyi WANG
Guoliang DONG
Jun SUN, Singapore Management UniversityFollow
Xinyu WANG
Zhang PEIXIN

Publication Type

Conference Paper

Version

acceptedVersion

Publication Date

5-2019

Discipline

Information Security

Research Areas

Cybersecurity

Publication

International Conference on Software Engineering (ICSE 2019), Montreal, Canada, 2019 May 25-31

Publisher

Barclays Research

City or Country

Montreal, Canada

Citation

WANG, Jingyi; DONG, Guoliang; SUN, Jun; WANG, Xinyu; and PEIXIN, Zhang. Adversarial sample detection for deep neural network through model mutation testing. (2019). International Conference on Software Engineering (ICSE 2019), Montreal, Canada, 2019 May 25-31.
Available at: https://ink.library.smu.edu.sg/sis_research/4635

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.