Posts tagged Machine Learning

SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning

20 October 2021
Software Engineering
Vulnerability Fix Machine Learning NLP

Link: https://arxiv.org/pdf/2010.10805

Software vulnerability can be viewed as a specific category of bugs that are still mainly solved by programmers’ manual efforts. An automated method based on Neural Machine Translation (NMT), which is previously used for bugs repairs, can also be transfered to target on the vulnerability fixes after fine-tuning.