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相关论文: Software Bills of Materials in Maven Central

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This paper introduces SBAN (Source code, Binary, Assembly, and Natural Language Description), a large-scale, multi-dimensional dataset designed to advance the pre-training and evaluation of large language models (LLMs) for software code…

信息检索 · 计算机科学 2025-10-28 Hamed Jelodar , Mohammad Meymani , Samita Bai , Roozbeh Razavi-Far , Ali A. Ghorbani

Software repositories are an essential source of information for software engineering research on topics such as project evolution and developer collaboration. Appropriate mining tools and analysis pipelines are therefore an indispensable…

软件工程 · 计算机科学 2025-01-28 Nicole Hoess , Carlos Paradis , Rick Kazman , Wolfgang Mauerer

Adopting shared data resources requires scientists to place trust in the originators of the data. When shared data is later used in the development of artificial intelligence (AI) systems or machine learning (ML) models, the trust lineage…

机器学习 · 计算机科学 2021-05-14 Iain Barclay , Alun Preece , Ian Taylor , Swapna K. Radha , Jarek Nabrzyski

The proliferation of Internet of Things (IoT) devices has introduced significant security challenges, primarily due to the opacity of firmware components and the complexity of supply chain dependencies. IoT firmware frequently relies on…

密码学与安全 · 计算机科学 2026-01-06 Abdurrahman Tolay

Quantitative metrics derived from software repositories and package ecosystems are widely used to assess the impact, popularity, maintenance, and criticality of free and open source software (FOSS) projects. However, these metrics are often…

密码学与安全 · 计算机科学 2026-05-21 Ben Swierzy , Timo Pohl , Marc Ohm , Michael Meier

Software systems have grown as an indispensable commodity used across various industries, and almost all essential services depend on them for effective operation. The software is no longer an independent or stand-alone piece of code…

软件工程 · 计算机科学 2025-05-29 Ritwik Murali , Akash Ravi

The increasing interest in open source software has led to the emergence of large language-specific package distributions of reusable software libraries, such as npm and RubyGems. These software packages can be subject to vulnerabilities…

软件工程 · 计算机科学 2022-03-29 Ahmed Zerouali , Tom Mens , Alexandre Decan , Coen De Roover

A Bill of Materials (BoM) is a list of all components on a printed circuit board (PCB). Since BoMs are useful for hardware assurance, automatic BoM extraction (AutoBoM) is of great interest to the government and electronics industry. To…

图像与视频处理 · 电气工程与系统科学 2023-07-26 Olivia P. Dizon-Paradis , Daniel E. Capecci , Nathan T. Jessurun , Damon L. Woodard , Mark M. Tehranipoor , Navid Asadizanjani

Modern software systems rely on dependency networks of reusable libraries, where breaking changes propagate and cause downstream consumers to fail. Despite growing research across ecosystems, no comprehensive synthesis exists. We conduct a…

软件工程 · 计算机科学 2026-05-26 Juntao Chen , Tingting Bi , Yanlin Wang , Patanamon Thongtanunam

Open-source software (OSS) supply chain security has become a topic of concern for organizations. Patching an OSS vulnerability can require updating other dependent software products in addition to the original package. However, the…

软件工程 · 计算机科学 2024-04-19 Cadence Patrick , Kimberly Ruth , Zakir Durumeric

Build verifiability refers to the property that the build of a software system can be verified by independent third parties and it is crucial for the trustworthiness of a software system. Various efforts towards build verifiability have…

软件工程 · 计算机科学 2022-02-15 Jiawen Xiong , Yong Shi , Boyuan Chen , Filipe R. Cogo , Zhen Ming , Jiang

Hyrum's law states a common observation in the software industry: "With a sufficient number of users of an API, it does not matter what you promise in the contract: all observable behaviors of your system will be depended on by somebody".…

As software in industry grows in size and complexity, so does the volume of engineering data that companies generate and use. Ideally, this data could be used for many purposes, including informing decisions on engineering priorities.…

软件工程 · 计算机科学 2026-04-01 Serkan Kirbas , Federica Sarro , David Williams

With the advent of open source software, a veritable treasure trove of previously proprietary software development data was made available. This opened the field of empirical software engineering research to anyone in academia. Data that is…

软件工程 · 计算机科学 2022-04-19 Adam Tutko , Austin Z. Henley , Audris Mockus

The open-source software (OSS) ecosystem suffers from security threats caused by malware.However, OSS malware research has three limitations: a lack of high-quality datasets, a lack of malware diversity, and a lack of attack campaign…

密码学与安全 · 计算机科学 2025-04-18 Xiaoyan Zhou , Ying Zhang , Wenjia Niu , Jiqiang Liu , Haining Wang , Qiang Li

A software supply chain attack is characterized by the injection of malicious code into a software package in order to compromise dependent systems further down the chain. Recent years saw a number of supply chain attacks that leverage the…

密码学与安全 · 计算机科学 2020-05-20 Marc Ohm , Henrik Plate , Arnold Sykosch , Michael Meier

The use of third-party packages is becoming increasingly popular and has led to the emergence of large software package ecosystems with a maze of inter-dependencies. Since the reliance on these ecosystems enables developers to reduce…

软件工程 · 计算机科学 2023-06-21 Raula Gaikovina Kula , Katsuro Inoue , Christoph Treude

Cyber attacks leveraging or targeting the software supply chain, such as the SolarWinds and the Log4j incidents, affected thousands of businesses and their customers, drawing attention from both industry and government stakeholders. To…

The complexity of software in embedded systems has increased significantly over the last years so that software verification now plays an important role in ensuring the overall product quality. In this context, SAT-based bounded model…

软件工程 · 计算机科学 2009-11-20 Lucas Cordeiro , Bernd Fischer , Joao Marques-Silva

Language Models (LLMs), such as transformer-based neural networks trained on billions of parameters, have become increasingly prevalent in software engineering (SE). These models, trained on extensive datasets that include code…

软件工程 · 计算机科学 2025-02-18 Daniel Rodriguez-Cardenas , Alejandro Velasco , Denys Poshyvanyk