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相关论文: Exploring the Security Awareness of the Python and…

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Software vulnerabilities are a fundamental reason for the prevalence of cyber attacks and their identification is a crucial yet challenging problem in cyber security. In this paper, we apply and compare different machine learning algorithms…

软件工程 · 计算机科学 2024-04-16 Talaya Farasat , Joachim Posegga

Attacks against computer systems exploiting software vulnerabilities can cause substantial damage to the cyber-infrastructure of our modern society and economy. To minimize the consequences, it is vital to detect and fix vulnerabilities as…

软件工程 · 计算机科学 2023-04-18 Son Nguyen , Thu-Trang Nguyen , Thanh Trong Vu , Thanh-Dat Do , Kien-Tuan Ngo , Hieu Dinh Vo

Automated detection of vulnerability-fixing commits (VFCs) is critical for timely security patch deployment, as advisory databases lag patch releases by a median of 25 days and many fixes never receive advisories. We present a comprehensive…

软件工程 · 计算机科学 2026-05-14 Nils Loose , Joseph Bienhüls , Kristoffer Hempel , Felix Mächtle , Thomas Eisenbarth

Software vulnerabilities continue to be the primary cause of cyberattacks. It is crucial to identify vulnerabilities in applications' source code before attackers gain access to them and exploit any vulnerability they may contain.…

软件工程 · 计算机科学 2026-05-26 Jorge Martins , David Dantas , Rafael Ramires , Bernardo Ferreira , Ibéria Medeiros

The popularity of Python has risen rapidly over the past 15 years. It is a major language in some of the most exciting technologies today. This popularity has led to a large ecosystem of third-party packages available via the pip package…

密码学与安全 · 计算机科学 2021-02-15 Aadesh Bagmar , Josiah Wedgwood , Dave Levin , Jim Purtilo

Python is very popular because it can be used for a wider audience of developers, data scientists, machine learning experts and so on. Like other programming languages, there are beginner to advanced levels of writing Python code. However,…

软件工程 · 计算机科学 2024-10-11 Indira Febriyanti , Youmei Fan , Kazumasa Shimari , Kenichi Matsumoto , Raula Gaikovina Kula

Software development relies on code reuse to minimize costs, creating vulnerability risks through dependencies with substantial economic impact, as seen in the Crowdstrike and HeartBleed incidents. We analyze 52,897 dependencies across…

计量经济学 · 经济学 2025-07-02 Cornelius Fritz , Co-Pierre Georg , Angelo Mele , Michael Schweinberger

Java platform and third-party libraries provide various security features to facilitate secure coding. However, misusing these features can cost tremendous time and effort of developers or cause security vulnerabilities in software. Prior…

密码学与安全 · 计算机科学 2017-09-29 Na Meng , Stefan Nagy , Daphne Yao , Wenjie Zhuang , Gustavo Arango Argoty

Self-Admitted Technical Debt (SATD) encompasses a wide array of sub-optimal design and implementation choices reported in software artefacts (e.g., code comments and commit messages) by developers themselves. Such reports have been central…

Peer code review has been found to be effective in identifying security vulnerabilities. However, despite practicing mandatory code reviews, many Open Source Software (OSS) projects still encounter a large number of post-release security…

软件工程 · 计算机科学 2021-02-16 Rajshakhar Paul , Asif Kamal Turzo , Amiangshu Bosu

With the rapid increasing number of open source software (OSS), the majority of the software vulnerabilities in the open source components are fixed silently, which leads to the deployed software that integrated them being unable to get a…

密码学与安全 · 计算机科学 2022-07-20 Bozhi Wu , Shangqing Liu , Ruitao Feng , Xiaofei Xie , Jingkai Siow , Shang-Wei Lin

During software development, balancing security and non security issues is challenging. We focus on security awareness and approaches taken by non-security experts using software development issue trackers when considering security. We…

软件工程 · 计算机科学 2023-08-28 Léon McGregor , Manuel Maarek , Hans-Wolfgang Loidl

Gender imbalance in information technology in general, and Free/Open Source Software specifically, is a well-known problem in the field. Still, little is known yet about the large-scale extent and long-term trends that underpin the…

软件工程 · 计算机科学 2020-11-18 Stefano Zacchiroli

The most commonly used open-source process mining software tools today are ProM and PM4Py, written in Java and Python, respectively. Such high-level, often interpreted, programming languages trade off performance with memory safety and…

软件工程 · 计算机科学 2024-01-26 Aaron Küsters , Wil M. P. van der Aalst

In recent years, the growing complexity and scale of source code have rendered manual software vulnerability detection increasingly impractical. To address this challenge, automated approaches leveraging machine learning and code embeddings…

软件工程 · 计算机科学 2025-09-17 Talaya Farasat , Joachim Posegga

Software ecosystems built around programming languages have greatly facilitated software development. At the same time, their security has increasingly been acknowledged as a problem. To this end, the paper examines the previously…

密码学与安全 · 计算机科学 2025-08-29 Jukka Ruohonen , Mubashrah Saddiqa

Background: Despite the widespread use of automated security defect detection tools, software projects still contain many security defects that could result in serious damage. Such tools are largely context-insensitive and may not cover all…

软件工程 · 计算机科学 2023-07-06 Jiaxin Yu , Liming Fu , Peng Liang , Amjed Tahir , Mojtaba Shahin

Python is a popular, widely used, and general-purpose programming language. In spite of its ever-growing community, researchers have not performed much analysis on Python's topics, trends, and technologies which provides insights for…

软件工程 · 计算机科学 2020-04-15 Hamed Tahmooresi , Abbas Heydarnoori , Alireza Aghamohammadi

Software security mainly studies vulnerability detection: is my code vulnerable today? This hinders risk estimation, so new approaches are emerging to forecast the occurrence of future vulnerabilities. While useful, these approaches are…

软件工程 · 计算机科学 2024-11-19 Carlos E. Budde , Ranindya Paramitha , Fabio Massacci

Code clones are code snippets that are identical or similar to other snippets within the same or different files. They are often created through copy-and-paste practices and modified during development and maintenance activities. Since a…

软件工程 · 计算机科学 2024-09-16 Reishi Yokomori , Katsuro Inoue