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While programming is one of the most broadly applicable skills in modern society, modern machine learning models still cannot code solutions to basic problems. Despite its importance, there has been surprisingly little work on evaluating…

Mobile app development involves a unique set of challenges including device fragmentation and rapidly evolving platforms, making testing a difficult task. The design space for a comprehensive mobile testing strategy includes features,…

软件工程 · 计算机科学 2018-01-22 Mario Linares Vasquez , Kevin Moran , Denys Poshyvanyk

Writing and maintaining UI tests for mobile apps is a time-consuming and tedious task. While decades of research have produced automated approaches for UI test generation, these approaches typically focus on testing for crashes or…

Modern web services routinely provide REST APIs for clients to access their functionality. These APIs present unique challenges and opportunities for automated testing, driving the recent development of many techniques and tools that…

软件工程 · 计算机科学 2022-09-08 Myeongsoo Kim , Qi Xin , Saurabh Sinha , Alessandro Orso

The integration of AI techniques has become increasingly popular in software development, enhancing performance, usability, and the availability of intelligent features. With the rise of large language models (LLMs) and generative AI,…

软件工程 · 计算机科学 2025-02-25 Kimberly Hau , Safwat Hassan , Shurui Zhou

Mobile apps provide new opportunities to people with disabilities to act independently in the world. Motivated by this trend, researchers have conducted empirical studies by using the inaccessibility issue rate of each page (i.e., screen…

软件工程 · 计算机科学 2022-03-15 Sen Chen , Chunyang Chen , Lingling Fan , Mingming Fan , Xian Zhan , Yang Liu

Android applications collecting data from users must protect it according to the current legal frameworks. Such data protection has become even more important since the European Union rolled out the General Data Protection Regulation…

软件工程 · 计算机科学 2024-02-13 Mugdha Khedkar , Eric Bodden

Unit testing verifies the presence of faults in individual software components. Previous research has been targeting the automatic generation of unit tests through the adoption of random or search-based algorithms. Despite their…

软件工程 · 计算机科学 2022-04-13 Fabiano Pecorelli , Giovanni Grano , Fabio Palomba , Harald C. Gall , Andrea De Lucia

Performance issues in Android applications significantly undermine users' experience, engagement, and retention, which is a long-lasting research topic in academia. Unlike functionality issues, performance issues are more difficult to…

软件工程 · 计算机科学 2025-10-14 Dianshu Liao , Shidong Pan , Siyuan Yang , Yanjie Zhao , Zhenchang Xing , Xiaoyu Sun

The proliferation of mobile apps and reduced time in mobile app releases mandates the need for faster and efficient testing of mobile apps, their GUI and functional capabilities. Though, there are wide variety of open source tools and…

编程语言 · 计算机科学 2018-10-15 Poornima Gopi

Background. Evidence suggests that mobile applications are not thoroughly tested as their desktop counterparts. In particular GUI testing is generally limited. Like web-based applications, mobile apps suffer from GUI test fragility, i.e.…

软件工程 · 计算机科学 2017-11-13 Riccardo Coppola , Maurizio Morisio , Marco Torchiano

Mutation testing has been widely used to assess the fault-detection effectiveness of a test suite, as well as to guide test case generation or prioritization. Empirical studies have shown that, while mutants are generally representative of…

Expecting the shipment of 1 billion Android devices in 2017, cyber criminals have naturally extended their vicious activities towards Google's mobile operating system. With an estimated number of 700 new Android applications released every…

Despite being one of the largest and most popular projects, the official Android framework has only provided test cases for less than 30% of its APIs. Such a poor test case coverage rate has led to many compatibility issues that can cause…

软件工程 · 计算机科学 2022-08-30 Xiaoyu Sun , Xiao Chen , Yanjie Zhao , Pei Liu , John Grundy , Li Li

Static analysis is sound in theory, but an implementation may unsoundly fail to analyze all of a program's code. Any such omission is a serious threat to the validity of the tool's output. Our work is the first to measure the prevalence of…

软件工程 · 计算机科学 2024-07-11 Jordan Samhi , René Just , Tegawendé F. Bissyandé , Michael D. Ernst , Jacques Klein

Mobile devices such as smartphones and tablets have become ubiquitous in today's modern computing landscape. The applications that run on these mobile devices (often referred to as "apps") have become a primary means of computing for…

软件工程 · 计算机科学 2018-07-20 Kevin Moran

Many Android applications collect data from users. When they do, they must protect this collected data according to the current legal frameworks. Such data protection has become even more important since the European Union rolled out the…

软件工程 · 计算机科学 2023-03-20 Mugdha Khedkar

Many Android applications collect data from users. The European Union's General Data Protection Regulation (GDPR) requires vendors to faithfully disclose which data their apps collect. This task is complicated because many apps use…

密码学与安全 · 计算机科学 2024-09-09 Mugdha Khedkar , Ambuj Kumar Mondal , Eric Bodden

The ubiquity of smartphones, and their very broad capabilities and usage, make the security of these devices tremendously important. Unfortunately, despite all progress in security and privacy mechanisms, vulnerabilities continue to…

密码学与安全 · 计算机科学 2020-06-03 Mohammad Ghafari , Pascal Gadient , Oscar Nierstrasz

In recent years, researchers have developed a number of tools to conduct taint analysis of Android applications. While all the respective papers aim at providing a thorough empirical evaluation, comparability is hindered by varying or…

软件工程 · 计算机科学 2019-07-31 Felix Pauck , Eric Bodden , Heike Wehrheim