17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CR2023
Precise and Generalized Robustness Certification for Neural Networks
Yuanyuan Yuan, Shuai Wang, Zhendong Su
The objective of neural network (NN) robustness certification is to determine if a NN changes its predictions when mutations are made to its inputs. While most certification resear…
cs.CV2019★ 17 cited
Metamorphic Testing for Object Detection Systems
Shuai Wang, Zhendong Su
Recent advances in deep neural networks (DNNs) have led to object detectors that can rapidly process pictures or videos, and recognize the objects that they contain. Despite the pr…