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GitGuardian monitored secrets exposure in public GitHub repositories and reported that developers leaked over 12 million secrets (database and other credentials) in 2023, indicating a 113% surge from 2021. Despite the availability of secret…

密码学与安全 · 计算机科学 2024-11-21 Setu Kumar Basak , K. Virgil English , Ken Ogura , Vitesh Kambara , Bradley Reaves , Laurie Williams

Throughout 2021, GitGuardian's monitoring of public GitHub repositories revealed a two-fold increase in the number of secrets (database credentials, API keys, and other credentials) exposed compared to 2020, accumulating more than six…

软件工程 · 计算机科学 2022-08-25 Setu Kumar Basak , Lorenzo Neil , Bradley Reaves , Laurie Williams

According to GitGuardian's monitoring of public GitHub repositories, the exposure of secrets (API keys and other credentials) increased two-fold in 2021 compared to 2020, totaling more than six million secrets. However, no benchmark dataset…

密码学与安全 · 计算机科学 2023-03-14 Setu Kumar Basak , Lorenzo Neil , Bradley Reaves , Laurie Williams

Background: According to GitGuardian's monitoring of public GitHub repositories, secrets sprawl continued accelerating in 2022 by 67% compared to 2021, exposing over 10 million secrets (API keys and other credentials). Though many…

密码学与安全 · 计算机科学 2023-07-04 Setu Kumar Basak , Jamison Cox , Bradley Reaves , Laurie Williams

Throughout 2021, GitGuardian's monitoring of public GitHub repositories revealed a two-fold increase in the number of secrets (database credentials, API keys, and other credentials) exposed compared to 2020, accumulating more than six…

软件工程 · 计算机科学 2023-01-31 Setu Kumar Basak , Lorenzo Neil , Bradley Reaves , Laurie Williams

GitHub and GitLab are widely used collaborative platforms whose issue-tracking systems contain large volumes of unstructured text, including logs, code snippets, and configuration examples. This creates a significant risk of accidental…

密码学与安全 · 计算机科学 2026-04-09 Md Nafiu Rahman , Sadif Ahmed , Zahin Wahab , Gias Uddin , Rifat Shahriyar

Hosting over 10 million of software projects, GitHub is one of the most important data sources to study behavior of developers and software projects. However, with the increase of the size of open source datasets, the potential threats to…

软件工程 · 计算机科学 2018-05-09 Can Cheng , Bing Li , Zengyang Li , Peng Liang

In the digital era, accidental exposure of sensitive information such as API keys, tokens, and credentials is a growing security threat. While most prior work focuses on detecting secrets in source code, leakage in software issue reports…

软件工程 · 计算机科学 2026-04-17 Sadif Ahmed , Md Nafiu Rahman , Zahin Wahab , Gias Uddin , Rifat Shahriyar

Are malicious repositories hiding under the educational label in GitHub? Recent studies have identified collections of GitHub repositories hosting malware source code with notable collaboration among the developers. Thus, analyzing GitHub…

软件工程 · 计算机科学 2024-03-08 Md Rayhanul Masud , Michalis Faloutsos

Background: Open source software has an increasing importance in modern software development. However, there is also a growing concern on the sustainability of such projects, which are usually managed by a small number of developers,…

软件工程 · 计算机科学 2019-01-31 Jailton Coelho , Marco Tulio Valente , Luciana L. Silva , Emad Shihab

The demand for quick and reliable DevOps operations pushed distributors of repository platforms to implement workflows. Workflows allow automating code management operations directly on the repository hosting the software. However, this…

密码学与安全 · 计算机科学 2022-11-11 Giacomo Benedetti , Luca Verderame , Alessio Merlo

GitHub provides developers with a practical way to distribute source code and collaboratively work on common projects. To enhance account security and privacy, GitHub allows its users to manage access permissions, review audit logs, and…

密码学与安全 · 计算机科学 2024-09-11 Costanza Alfieri , Juri Di Rocco , Paola Inverardi , Phuong T. Nguyen

Version control systems for source code, such as Git, are key tools in modern software development environments. Many developers use online services, such as GitHub or GitLab, for collaborative software development. While software projects…

密码学与安全 · 计算机科学 2022-11-15 Alexander Krause , Jan H. Klemmer , Nicolas Huaman , Dominik Wermke , Yasemin Acar , Sascha Fahl

In today's digital landscape, the importance of timely and accurate vulnerability detection has significantly increased. This paper presents a novel approach that leverages transformer-based models and machine learning techniques to…

Background: The OpenSSF Scorecard is widely used to assess the security posture of open-source software repositories, with the Maintained metric serving as a key indicator of recent maintenance activities, helping users identify actively…

软件工程 · 计算机科学 2026-05-01 Alexandros Tsakpinis , Efe Berk Ergüleç , Emil Schwenger , Alexander Pretschner

Background: Open Source Software is the building block of modern software. However, the prevalence of project deprecation in the open source world weakens the integrity of the downstream systems and the broad ecosystem. Therefore it calls…

软件工程 · 计算机科学 2024-05-14 Runzhi He , Hengzhi Ye , Minghui Zhou

Privacy code review is a critical process that enables developers and legal experts to ensure compliance with data protection regulations. However, the task is challenging due to resource constraints. To address this, we introduce the…

软件工程 · 计算机科学 2024-08-27 Feiyang Tang , Bjarte M. Østvold

GitHub has become an important platform for code sharing and scientific exchange. With the massive number of repositories available, there is a pressing need for topic-based search. Even though the topic label functionality has been…

机器学习 · 计算机科学 2023-10-24 Yu Zhang , Frank F. Xu , Sha Li , Yu Meng , Xuan Wang , Qi Li , Jiawei Han

Developers collaboratively discuss, implement, use, and share software entities hosted on software repositories. Proper documentation plays an important role in successful software management and maintenance. Users exploit Issue Tracking…

软件工程 · 计算机科学 2021-09-29 Maliheh Izadi , Kiana Akbari , Abbas Heydarnoori

Code retrieval, which retrieves code snippets based on users' natural language descriptions, is widely used by developers and plays a pivotal role in real-world software development. The advent of deep learning has shifted the retrieval…

软件工程 · 计算机科学 2024-12-17 Wenchao Gu , Ensheng Shi , Yanlin Wang , Lun Du , Shi Han , Hongyu Zhang , Dongmei Zhang , Michael R. Lyu
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