When Less is Enough: Positive and Unlabeled Learning Model for Vulnerability Detection

1 code implementation • 21 Aug 2023 • Xin-Cheng Wen, Xinchen Wang, Cuiyun Gao, Shaohua Wang, Yang Liu, Zhaoquan Gu

In this paper, we focus on the Positive and Unlabeled (PU) learning problem for vulnerability detection and propose a novel model named PILOT, i. e., PositIve and unlabeled Learning mOdel for vulnerability deTection.

Representation Learning Vulnerability Detection