Patchdb: A large-scale security patch dataset

X Wang, S Wang, P Feng, K Sun… - 2021 51st Annual IEEE …, 2021 - ieeexplore.ieee.org
Security patches, embedding both vulnerable code and the corresponding fixes, are of great
significance to vulnerability detection and software maintenance. However, the existing …

Graphspd: Graph-based security patch detection with enriched code semantics

S Wang, X Wang, K Sun, S Jajodia… - … IEEE Symposium on …, 2023 - ieeexplore.ieee.org
With the increasing popularity of open-source software, embedded vulnerabilities have been
widely propagating to downstream software. Due to different maintenance policies, software …

Patchrnn: A deep learning-based system for security patch identification

X Wang, S Wang, P Feng, K Sun… - MILCOM 2021-2021 …, 2021 - ieeexplore.ieee.org
With the increasing usage of open-source software (OSS) components, vulnerabilities
embedded within them are propagated to a huge number of underlying applications. In …

[PDF][PDF] Precisely characterizing security impact in a flood of patches via symbolic rule comparison

Q Wu, Y He, S McCamant, K Lu - The 2020 Annual Network and …, 2020 - par.nsf.gov
A bug is a vulnerability if it has security impacts when triggered. Determining the security
impacts of a bug is important to both defenders and attackers. Maintainers of large software …

[PDF][PDF] Progressive scrutiny: Incremental detection of ubi bugs in the linux kernel

Y Zhai, Y Hao, Z Zhang, W Chen, G Li, Z Qian… - 2022 Network and …, 2022 - par.nsf.gov
The Linux kernel has a rapid development cycle, with 10 commits every hour, on average.
While these updates provide new features and bug fixes, they can also introduce new bugs …

Early detection of security-relevant bug reports using machine learning: How far are we?

AD Sawadogo, Q Guimard, TF Bissyandé… - arxiv preprint arxiv …, 2021 - arxiv.org
Bug reports are common artefacts in software development. They serve as the main channel
for users to communicate to developers information about the issues that they encounter …

AI-Enhanced Software Vulnerability and Security Patch Analysis

X Wang - 2023 - search.proquest.com
With the increasing popularity of open-source software (OSS), their embedded
vulnerabilities have been widely propagating to downstream software. Although timely …

Multifaceted Hierarchical Report Identification for Non-Functional Bugs in Deep Learning Frameworks

G Long, T Chen, G Cosma - 2022 29th Asia-Pacific Software …, 2022 - ieeexplore.ieee.org
Non-functional bugs (eg, performance-or accuracy-related bugs) in Deep Learning (DL)
frameworks can lead to some of the most devastating consequences. Reporting those bugs …

An Empirical Study to Investigate Class Imbalance Issue for Improving Security Bug Report Classification Prediction

Rashmi, A Kaur - International Conference on Information Technology, 2023 - Springer
The security risk of a software product can be decreased by finding security bug reports
(SBRs). Although the number of SBRs is frequently restricted, the class imbalance problem …

Automated Code-Behavior and-Semantic Understanding for Security

Q Wu - 2023 - search.proquest.com
There has been a growing focus on strengthening program security to protect software
ecosystems, especially in light of the swift expansion of available programs in the software …