Mutation Testing based Safety Testing and Improving on DNNs
Author:
Affiliation:
1. Army Enginnering University of PLA,College of Command and Control Engineering,Nanjing,China
2. Agricultural Bank of China Chengdu R & D Center,Chengdu,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10061851/10061812/10062379.pdf?arnumber=10062379
Reference45 articles.
1. Intriguing properties of neural networks;szegedy,2013
2. Yolov7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors;wang,2022
3. DeepMutation: Mutation Testing of Deep Learning Systems
4. You Only Look Once: Unified, Real-Time Object Detection
5. The Limitations of Deep Learning in Adversarial Settings
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