Synthesizing Boxes Preconditions for Deep Neural Networks

Author:

Liu Zengyu1ORCID,Chen Liqian1ORCID,Liu Wanwei1ORCID,Wang Ji1ORCID

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

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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