| Title: | A Survey of Safety and Trustworthiness of Deep Neural Networks: Verification, Testing, Adversarial Attack and Defence, and Interpretability |
|---|---|
| Links: | Homepage Document as PDF |
| Authors: | Xiaowei Huang |
| Daniel Kroening EMail | |
| Wenjie Ruan | |
| James Sharp | |
| Youcheng Sun | |
| Emese Thamo | |
| Min Wu | |
| Xinping Yi | |
| Remarks: | |
| Topics: |
Bibtex:
@article{hkrsstwy2020,
AUTHOR = { Huang, Xiaowei
and Kroening, Daniel
and Ruan, Wenjie
and Sharp, James
and Sun, Youcheng
and Thamo, Emese
and Wu, Min
and Yi, Xinping },
TITLE = { A Survey of Safety and Trustworthiness of Deep Neural Networks: Verification, Testing, Adversarial Attack and Defence, and Interpretability },
YEAR = { 2020 },
JOURNAL = { Computer Science Review },
VOLUME = { 37 },
}
We welcome feedback and comments at
kroening@cs.cmu.edu.
Last modified by Daniel Kröning.