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Accompanying the successes of learning-based defensive software vulnerability analyses is the lack of large and quality sets of labeled vulnerable program samples, which impedes further advancement of those defenses. Existing automated…

Software Engineering · Computer Science 2024-01-08 Yu Nong , Richard Fang , Guangbei Yi , Kunsong Zhao , Xiapu Luo , Feng Chen , Haipeng Cai

Identifying which software versions are affected by a vulnerability is critical for patching, risk mitigation. Despite a growing body of tools, their real-world effectiveness remains unclear due to narrow evaluation scopes often limited to…

Software Engineering · Computer Science 2025-09-10 Xingchu Chen , Chengwei Liu , Jialun Cao , Yang Xiao , Xinyue Cai , Yeting Li , Jingyi Shi , Tianqi Sun , Haiming Chen ang Wei Huo

Third-party library dependencies are commonplace in today's software development. With the growing threat of security vulnerabilities, applying security fixes in a timely manner is important to protect software systems. As such, the…

Software Engineering · Computer Science 2022-05-18 Ayano Ikegami , Raula Gaikovina Kula , Bodin Chinthanet , Vittunyuta Maeprasart , Ali Ouni , Takashi Ishio , Kenichi Matsumoto

Context: Identifying potential vulnerable code is important to improve the security of our software systems. However, the manual detection of software vulnerabilities requires expert knowledge and is time-consuming, and must be supported by…

Cryptography and Security · Computer Science 2022-01-24 Laura Wartschinski , Yannic Noller , Thomas Vogel , Timo Kehrer , Lars Grunske

Understanding vulnerability propagation is essential for assessing how vulnerabilities spread across components of a software package. This supports more accurate impact analysis and enhances threat detection and mitigation. In this paper,…

Cryptography and Security · Computer Science 2026-04-21 Michael Robinson , Sajal Halder , Muhammad Ejaz Ahmed , Muhammad Ikram , Seyit Camtepe , Hyoungshick Kim

The identification of vulnerabilities is an important element in the software development life cycle to ensure the security of software. While vulnerability identification based on the source code is a well studied field, the identification…

Cryptography and Security · Computer Science 2022-12-05 Andreas Schaad , Dominik Binder

Modern software systems are increasingly complex, presenting significant challenges in quality assurance. Just-in-time vulnerability prediction (JIT-VP) is a proactive approach to identifying vulnerable commits and providing early warnings…

Software Engineering · Computer Science 2025-07-23 Duong Nguyen , Thanh Le-Cong , Triet Huynh Minh Le , M. Ali Babar , Quyet-Thang Huynh

High-quality datasets of real-world vulnerabilities are enormously valuable for downstream research in software security, but existing datasets are typically small, require extensive manual effort to update, and are missing crucial features…

The dynamic landscape of cybersecurity demands precise and scalable solutions for vulnerability management in heterogeneous systems, where configuration-specific vulnerabilities are often misidentified due to inconsistent data in databases…

Cryptography and Security · Computer Science 2025-05-21 Yuning Jiang , Feiyang Shang , Freedy Tan Wei You , Huilin Wang , Chia Ren Cong , Qiaoran Meng , Nay Oo , Hoon Wei Lim , Biplab Sikdar

This study investigates the software vulnerability resolution time in the Maven ecosystem, focusing on the influence of CVE severity, library popularity as measured by the number of dependents, and version release frequency. The results…

Software Engineering · Computer Science 2025-04-01 Md Fazle Rabbi , Arifa Islam Champa , Rajshakhar Paul , Minhaz F. Zibran

As the number of Common Vulnerabilities and Exposures (CVE) continues to grow exponentially, security teams face increasingly difficult decisions about prioritization. Current approaches using Common Vulnerability Scoring System (CVSS)…

Cryptography and Security · Computer Science 2026-03-05 Naoyuki Shimizu , Masaki Hashimoto

With the increasing reliance on Open Source Software, users are exposed to third-party library vulnerabilities. Software Composition Analysis (SCA) tools have been created to alert users of such vulnerabilities. SCA requires the…

In the domain of security, vulnerabilities frequently remain undetected even after their exploitation. In this work, vulnerabilities refer to publicly disclosed flaws documented in Common Vulnerabilities and Exposures (CVE) reports.…

Cryptography and Security · Computer Science 2025-09-05 Refat Othman , Diaeddin Rimawi , Bruno Rossi , Barbara Russo

Detecting vulnerability fix commits in open-source software is crucial for maintaining software security. To help OSS identify vulnerability fix commits, several automated approaches are developed. However, existing approaches like…

Software Engineering · Computer Science 2025-01-28 Xu Yang , Wenhan Zhu , Michael Pacheco , Jiayuan Zhou , Shaowei Wang , Xing Hu , Kui Liu

Security vulnerability in third-party dependencies is a growing concern not only for developers of the affected software, but for the risks it poses to an entire software ecosystem, e.g., Heartbleed vulnerability. Recent studies show that…

Software Engineering · Computer Science 2021-06-24 Bodin Chinthanet , Raula Gaikovina Kula , Shane McIntosh , Takashi Ishio , Akinori Ihara , Kenichi Matsumoto

The escalating complexity of modern computing frameworks has resulted in a surge in the cybersecurity vulnerabilities reported to the National Vulnerability Database (NVD) by practitioners. Despite the fact that the stature of NVD is one of…

(U.S) Rule-based policies to mitigate software risk suggest to use the CVSS score to measure the individual vulnerability risk and act accordingly: an HIGH CVSS score according to the NVD (National (U.S.) Vulnerability Database) is…

Cryptography and Security · Computer Science 2015-04-13 Luca Allodi , Fabio Massacci

In this paper, we investigate the strategies adopted by Solidity developers to fix security vulnerabilities in smart contracts. Vulnerabilities are categorized using the DASP TOP 10 taxonomy, and fixing strategies are extracted from GitHub…

Software vulnerabilities represent one of the most pressing threats to computing systems. Identifying vulnerabilities in source code is crucial for protecting user privacy and reducing economic losses. Traditional static analysis tools rely…

Software Engineering · Computer Science 2024-10-25 Zhonghao Jiang , Weifeng Sun , Xiaoyan Gu , Jiaxin Wu , Tao Wen , Haibo Hu , Meng Yan

Relying on dependency packages accelerates software development, but it also increases the exposure to security vulnerabilities that may be present in dependencies. While developers have full control over which dependency packages (and…

Software Engineering · Computer Science 2023-10-13 Abbas Javan Jafari , Diego Elias Costa , Ahmad Abdellatif , Emad Shihab