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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

Developers usually use TPLs to facilitate the development of the projects to avoid reinventing the wheels, however, the vulnerable TPLs indeed cause severe security threats. The majority of existing research only considered whether projects…

Software Engineering · Computer Science 2024-09-05 Fangyuan Zhang , Lingling Fan , Sen Chen , Miaoying Cai , Sihan Xu , Lida Zhao

Open-Source Projects and Libraries are being used in software development while also bearing multiple security vulnerabilities. This use of third party ecosystem creates a new kind of attack surface for a product in development. An…

Software Engineering · Computer Science 2018-08-15 Lorenzo Neil , Sudip Mittal , Anupam Joshi

Third-party libraries are a central building block to develop software systems. However, outdated third-party libraries are commonly used, and developers are usually less aware of the potential risks. Therefore, a quantitative and holistic…

Software Engineering · Computer Science 2020-02-26 Ying Wang , Bihuan Chen , Kaifeng Huang , Bowen Shi , Congying Xu , Xin Peng , Yang Liu , Yijian Wu

This paper provides a survey of methods and tools for automated code-reuse exploit generation. Such exploits use code that is already contained in a vulnerable program. The code-reuse approach allows one to exploit vulnerabilities in the…

Cryptography and Security · Computer Science 2021-07-23 Alexey Vishnyakov , Alexey Nurmukhametov

Automated third-party library analysis tools help developers by addressing key dependency management challenges, such as automating version updates, detecting vulnerabilities, and detecting breaking updates. Dependency reachability analysis…

Software Engineering · Computer Science 2026-04-23 Yogya Gamage , Meriem Ben Chaaben , Martin Monperrus , Benoit Baudry

In the current software development environment, third-party libraries play a crucial role. They provide developers with rich functionality and convenient solutions, speeding up the pace and efficiency of software development. However, with…

Software Engineering · Computer Science 2024-04-30 Jia Zeng , Dan Han , Yaling Zhu , Yangzhong Wang , Fangchen Weng

Python applications depend on third-party native libraries that may be vendored within package distributions or installed on the host system. When vulnerabilities are discovered in these native libraries, determining which Python packages…

To address security vulnerabilities arising from third-party libraries, security researchers maintain databases monitoring and curating vulnerability reports. Application developers can identify vulnerable libraries by directly querying the…

Cryptography and Security · Computer Science 2023-11-20 Tianyu Chen , Lin Li , Bingjie Shan , Guangtai Liang , Ding Li , Qianxiang Wang , Tao Xie

Open-source libraries are widely used by software developers to speed up the development of products, however, they can introduce security vulnerabilities, leading to incidents like Log4Shell. With the expanding usage of open-source…

The utilization of third-party open-source libraries is widespread in modern software development. Due to the dependency relationships, vulnerabilities within open-source libraries pose significant security threats to downstream software.…

Software Engineering · Computer Science 2026-05-07 Liyou Chen , Hailong Sun , Xiang Gao , Lin Shi , Yixin Yang , Yi Xu

Open-source software (OSS) has experienced a surge in popularity, attributed to its collaborative development model and cost-effective nature. However, the adoption of specific software versions in development projects may introduce…

Software Engineering · Computer Science 2025-08-15 Yiran Cheng , Ting Zhang , Lwin Khin Shar , Shouguo Yang , Chaopeng Dong , David Lo , Shichao Lv , Zhiqiang Shi , Limin Sun

Modern software systems are increasingly dependent on third-party libraries. It is widely recognized that using mature and well-tested third-party libraries can improve developers' productivity, reduce time-to-market, and produce more…

Software Engineering · Computer Science 2016-12-07 Mohamed Aymen Saied , Ali Ouni , Houari Sahraoui , Raula Gaikovina Kula , Katsuro Inoue , David Lo

BACKGROUND: Vulnerable dependencies are a known problem in today's open-source software ecosystems because OSS libraries are highly interconnected and developers do not always update their dependencies. AIMS: In this paper we aim to present…

Software Engineering · Computer Science 2018-08-30 Ivan Pashchenko , Henrik Plate , Serena Elisa Ponta , Antonino Sabetta , Fabio Massacci

Automatically locating vulnerable statements in source code is crucial to assure software security and alleviate developers' debugging efforts. This becomes even more important in today's software ecosystem, where vulnerable code can flow…

Software Engineering · Computer Science 2022-01-14 Yangruibo Ding , Sahil Suneja , Yunhui Zheng , Jim Laredo , Alessandro Morari , Gail Kaiser , Baishakhi Ray

CONTEXT: Applying vulnerability detection techniques is one of many tasks using the limited resources of a software project. OBJECTIVE: The goal of this research is to assist managers and other decision-makers in making informed choices…

Software Engineering · Computer Science 2022-08-03 Sarah Elder , Nusrat Zahan , Rui Shu , Monica Metro , Valeri Kozarev , Tim Menzies , Laurie Williams

Increasing numbers of software vulnerabilities are discovered every year whether they are reported publicly or discovered internally in proprietary code. These vulnerabilities can pose serious risk of exploit and result in system…

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

Web applications continue to be a favorite target for hackers due to a combination of wide adoption and rapid deployment cycles, which often lead to the introduction of high impact vulnerabilities. Static analysis tools are important to…

Cryptography and Security · Computer Science 2022-01-19 Ibéria Medeiros , Nuno Neves , Miguel Correia

Developers utilize third-party libraries to improve productivity, which also introduces potential security risks. Existing approaches generate tests for public functions to trigger library vulnerabilities from client programs, yet they…

Cryptography and Security · Computer Science 2026-04-07 Yukai Zhao , Menghan Wu , Xing Hu , Shaohua Wang , Meng Luo , Xin Xia