Vulnerability Mining

Vulnerability Mining is a systematic computational approach within software vulnerability discovery that involves the automated extraction, analysis, and identification of potential security flaws from source code, binaries, or system behaviors using data-driven or pattern-based techniques.

118

Publications

5.8K

Citations

396

Authors

154

Institutions

Publications per year

2017–2026

Parents

Software Vulnerability Discovery

Publications

118

Modeling and Discovering Vulnerabilities with Code Property Graphs

Fabian Yamaguchi, Nico Golde, Daniel J. Arp et al. · 2014 · 732 citations

Computing, Computer Science, Computer Systems +16

Predicting vulnerable software components

Stephan Neuhaus, Thomas Zimmermann, Christian Holler et al. · 2007 · 420 citations

Computing, Computer Engineering, Computer Science +15

Toward Large-Scale Vulnerability Discovery using Machine Learning

Gustavo Grieco, Guillermo L. Grinblat, Lucas C. Uzal et al. · 2016 · 238 citations

Computing, Computer Science, Computer Systems +15

Measuring, analyzing and predicting security vulnerabilities in software systems

Omar H. Alhazmi, Yashwant K. Malaiya, Indrajit Ray · Computers & Security · 2006 · 233 citations

Computing, Computer Science, Cybersecurity +14

VulSeeker: a semantic learning based vulnerability seeker for cross-platform binary

Jian Gao, Xin Yang, Ying Fu et al. · 2018 · 192 citations

Computing, Computer Engineering, Computer Science +15

1–5 of 118

Authors

396

DL
David Lo
Singapore Management University, Singapore
5 publications · 195 citations
5
h-index
HB
Hee Beng Kuan Tan
Nanyang Technological University, Singapore
4 publications · 239 citations
4
h-index
LK
Lwin Khin Shar
Nanyang Technological University, Singapore
4 publications · 239 citations
4
h-index
MG
Minzhe Guo
Cincinnati Children's Hospital Medical Center, United States
4 publications · 176 citations
4
h-index
JA
Ju An Wang
Southern Polytechnic State University, United States
4 publications · 176 citations
4
h-index

1–5 of 396

Institutions

154

1–8 of 154

Venues

IEEE Access
5 publications · 205 citations
5
h-index
Journal of Systems and Software
JSS · 3 publications · 109 citations
3
h-index
arXiv (Cornell University)
Repository · 3 publications · 40 citations
3
h-index
2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)
Conference · 2 publications · 103 citations
2
h-index
Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)
Repository · 2 publications · 117 citations
2
h-index

1–5