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The surge of research on fake news and misinformation in the aftermath of the 2016 election has led to a significant increase in publicly available source code repositories. Our study aims to systematically analyze and evaluate the most…

Software Engineering · Computer Science 2023-04-28 Jason Duran , Mostofa Sakib , Nasir Eisty , Francesca Spezzano

In large and active software projects, it becomes impractical for a developer to stay aware of all project activity. While it might not be necessary to know about each commit or issue, it is arguably important to know about the ones that…

Software Engineering · Computer Science 2018-05-01 Christoph Treude , Larissa Leite , Maurício Aniche

Writing logging messages is a well-established conventional programming practice, and it is of vital importance for a wide variety of software development activities. The logging mechanism in Solidity programming is enabled by the…

Software Engineering · Computer Science 2023-08-25 Lantian Li , Yejian Liang , Zhihao Liu , Zhongxing Yu

AI-powered code generation models have been developing rapidly, allowing developers to expedite code generation and thus improve their productivity. These models are trained on large corpora of code (primarily sourced from public…

Software Engineering · Computer Science 2023-11-21 Vahid Majdinasab , Michael Joshua Bishop , Shawn Rasheed , Arghavan Moradidakhel , Amjed Tahir , Foutse Khomh

Personality plays a pivotal role in our understanding of human actions and behavior. Today, the applications of personality are widespread, built on the solutions from psychology to infer personality. In software engineering, for instance,…

Software Engineering · Computer Science 2021-07-16 Frenk van Mil , Ayushi Rastogi , Andy Zaidman

Version control systems are commonly used to manage open-source software, in which each commit may introduce new vulnerabilities or fix existing ones. Researchers have developed various tools for detecting vulnerabilities in code commits,…

Software Engineering · Computer Science 2025-01-08 Zhaonan Wu , Yanjie Zhao , Chen Wei , Zirui Wan , Yue Liu , Haoyu Wang

Training machine learning approaches for vulnerability identification and producing reliable tools to assist developers in implementing quality software -- free of vulnerabilities -- is challenging due to the lack of large datasets and real…

Cryptography and Security · Computer Science 2021-10-20 Sofia Reis , Rui Abreu

Forking is a common practice for developers when building upon on already existing projects. These forks create variants, which have a common code base but then evolve the code in different directions, which is specific to that forked…

Software Engineering · Computer Science 2022-08-09 Daigo Imamura , Takashi Ishio , Raula Gaikovina Kula , Kenichi Matsumoto

In the first half of 2025, coding agents have emerged as a category of development tools that have very quickly transitioned to the practice. Unlike ''traditional'' code completion LLMs such as Copilot, agents like Cursor, Claude Code, or…

Software Engineering · Computer Science 2026-04-09 Romain Robbes , Théo Matricon , Thomas Degueule , Andre Hora , Stefano Zacchiroli

Many software products are composed of components integrated from other teams or external parties. Each additional link in a software product's supply chain increases the risk of the injection of malicious behavior. To improve supply chain…

Software Engineering · Computer Science 2025-03-31 Kelechi G. Kalu , Tanya Singla , Chinenye Okafor , Santiago Torres-Arias , James C. Davis

Where can we find malware source code? This question is motivated by a real need: there is a dearth of malware source code, which impedes various types of security research. Our work is driven by the following insight: public archives, like…

Cryptography and Security · Computer Science 2020-06-01 Md Omar Faruk Rokon , Risul Islam , Ahmad Darki , Vagelis E. Papalexakis , Michalis Faloutsos

[Background] In large open-source software projects, development knowledge is often fragmented across multiple artefacts and contributors such that individual stakeholders are generally unaware of the full breadth of the product features.…

Software Engineering · Computer Science 2024-08-05 Tim Puhlfürß , Lloyd Montgomery , Walid Maalej

Coding agents have received significant adoption in software development recently. Unlike traditional LLM-based code completion tools, coding agents work with autonomy (e.g., invoking external tools) and leave visible traces in software…

Software Engineering · Computer Science 2026-02-03 Andre Hora , Romain Robbes

Github Copilot, trained on billions of lines of public code, has recently become the buzzword in the computer science research and practice community. Although it is designed to help developers implement safe and effective code with…

Cryptography and Security · Computer Science 2022-02-15 Zhensu Sun , Xiaoning Du , Fu Song , Mingze Ni , Li Li

With the advances in machine learning, there is a growing interest in AI-enabled tools for autocompleting source code. GitHub Copilot, also referred to as the "AI Pair Programmer", has been trained on billions of lines of open source GitHub…

Software Engineering · Computer Science 2023-04-28 Beiqi Zhang , Peng Liang , Xiyu Zhou , Aakash Ahmad , Muhammad Waseem

Given large-scale source code datasets available in open-source projects and advanced large language models, recent code models have been proposed to address a series of critical software engineering tasks, such as program repair and code…

Software Engineering · Computer Science 2024-10-16 Zhou Yang , Zhipeng Zhao , Chenyu Wang , Jieke Shi , Dongsum Kim , Donggyun Han , David Lo

Software security is undoubtedly a major concern in today's software engineering. Although the level of awareness of security issues is often high, practical experiences show that neither preventive actions nor reactions to possible issues…

Software Engineering · Computer Science 2020-06-25 Gábor Antal , Márton Keleti , Péter Hegedűs

Modern software development is based on a series of rapid incremental changes collaboratively made to large source code repositories by developers with varying experience and expertise levels. The ZeroIn project is aimed at analyzing the…

Software Engineering · Computer Science 2022-04-19 Kalyan Perumalla , Aradhana Soni , Rupam Dey , Steven Rich

A key issue in collaborative software development is communication among developers. One modality of communication is a commit message, in which developers describe the changes they make in a repository. As such, commit messages serve as an…

Software Engineering · Computer Science 2022-02-08 Yingchen Tian , Yuxia Zhang , Klaas-Jan Stol , Lin Jiang , Hui Liu

Source code repositories allow developers to manage multiple versions (or branches) of a software system. Pull-requests are used to modify a branch, and backporting is a regular activity used to port changes from a current development…

Software Engineering · Computer Science 2022-04-11 Debasish Chakroborti , Kevin A. Schneider , Chanchal K. Roy
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