Botong Zhu

VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for vulnerability Detection

2023 · arXiv (Cornell University)

In this paper, we build a model named VuLASTE, which regards vulnerability detection as a special text classification task. To solve the vocabulary explosion problem, VuLASTE uses a byte level BPE algorithm from natural language …