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08/15/2023
Automated Test Case Generation Using Code Models and Domain Adaptation
State-of-the-art automated test generation techniques, such as search-ba...
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07/09/2023
Automatic Static Bug Detection for Machine Learning Libraries: Are We There Yet?
Automatic detection of software bugs is a critical task in software secu...
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05/16/2023
The Good, the Bad, and the Missing: Neural Code Generation for Machine Learning Tasks
Machine learning (ML) has been increasingly used in a variety of domains...
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03/12/2022
Characterizing and Understanding Software Security Vulnerabilities in Machine Learning Libraries
The application of machine learning (ML) libraries has been tremendously...
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11/21/2021
