Towards security defect prediction with AI

29 August 2018

Papers citing "Towards security defect prediction with AI"

6 / 6 papers shown

Title
Detecting Code Vulnerabilities with Heterogeneous GNN Training Yu Luo Weifeng Xu Dianxiang Xu 46 0 0 24 Feb 2025
Data-Driven AI Model Signal-Awareness Enhancement and Introspection Sahil Suneja Yufan Zhuang Yunhui Zheng Jim Laredo Alessandro Morari SyDa 32 1 0 10 Nov 2021
Software Vulnerability Detection via Deep Learning over Disaggregated Code Graph Representation Yufan Zhuang Sahil Suneja Veronika Thost Giacomo Domeniconi Alessandro Morari Jim Laredo GNN 27 15 0 07 Sep 2021
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 27 125 0 16 Feb 2021
Probing Model Signal-Awareness via Prediction-Preserving Input Minimization Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari AAML 32 33 0 25 Nov 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 287 9,167 0 06 Jun 2015