Synthesizing Boxes Preconditions for Deep Neural Networks
Author:
Affiliation:
1. State Key Laboratory of Complex & Critical Software Environment, College of Computer Science and Technology, National University of Defense Technology, Changsha, China
Funder
National Key R&D Program of China
National Natural Science Foundation of China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3650212.3680393
Reference36 articles.
1. Shibbir Ahmed, Hongyang Gao, and Hridesh Rajan. 2024. Inferring Data Preconditions from Deep Learning Models for Trustworthy Prediction in Deployment. In ICSE’2024: The 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering.
2. Learning stateful preconditions modulo a test generator
3. Static Analysis and Verification of Aerospace Software by Abstract Interpretation
4. Fairify: Fairness Verification of Neural Networks
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