When software security meets large language models: A survey
Software security poses substantial risks to our society because software has become part of
our life. Numerous techniques have been proposed to resolve or mitigate the impact of …
our life. Numerous techniques have been proposed to resolve or mitigate the impact of …
Codamosa: Esca** coverage plateaus in test generation with pre-trained large language models
Search-based software testing (SBST) generates high-coverage test cases for programs
under test with a combination of test case generation and mutation. SBST's performance …
under test with a combination of test case generation and mutation. SBST's performance …
An empirical evaluation of using large language models for automated unit test generation
Unit tests play a key role in ensuring the correctness of software. However, manually
creating unit tests is a laborious task, motivating the need for automation. Large Language …
creating unit tests is a laborious task, motivating the need for automation. Large Language …
No more manual tests? evaluating and improving chatgpt for unit test generation
Automated assertion generation via information retrieval and its integration with deep learning
Unit testing could be used to validate the correctness of basic units of the software system
under test. To reduce manual efforts in conducting unit testing, the research community has …
under test. To reduce manual efforts in conducting unit testing, the research community has …