Data Quality Issues in Vulnerability Detection Datasets

8 October 2024

Papers citing "Data Quality Issues in Vulnerability Detection Datasets"

3 / 3 papers shown

Title
MIXCODE: Enhancing Code Classification by Mixup-Based Data Augmentation Zeming Dong Qiang Hu Yuejun Guo Maxime Cordy Mike Papadakis Zhenya Zhang Yves Le Traon Jianjun Zhao 57 8 0 06 Oct 2022
D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis Yunhui Zheng Saurabh Pujar B. Lewis Luca Buratti Edward Epstein Bo Yang Jim Laredo Alessandro Morari Zhong Su 59 131 0 16 Feb 2021
Learning from What We Know: How to Perform Vulnerability Prediction using Noisy Historical Data Aayush Garg Renzo Degiovanni Matthieu Jimenez Maxime Cordy Mike Papadakis Yves Le Traon 15 22 0 21 Dec 2020