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The packaging model of Android apps requires the entire code necessary for the execution of an app to be shipped into one single apk file. Thus, an analysis of Android apps often visits code which is not part of the functionality delivered…

Software Engineering · Computer Science 2015-11-23 Li Li , Tegawendé F. Bissyandé , Jacques Klein , Yves Le Traon

We present a growing collection of Android apps collected from several sources, including the official Google Play app market and a growing collection of various metadata of those collected apps aiming at facilitating the Android-relevant…

Software Engineering · Computer Science 2017-09-18 Li Li , Jun Gao , Médéric Hurier , Pingfan Kong , Tegawendé F. Bissyandé , Alexandre Bartel , Jacques Klein , Yves Le Traon

Software maintenance constitutes a large portion of the software development lifecycle. To carry out maintenance tasks, developers often need to understand and reproduce bug reports. As such, there has been increasing research activity…

Software Engineering · Computer Science 2021-06-17 Tyler Wendland , Jingyang Sun , Junayed Mahmud , S. M. Hasan Mansur , Steven Huang , Kevin Moran , Julia Rubin , Mattia Fazzini

The Android framework provides a rich set of APIs that can be exploited by developers to build their apps. However, the rapid evolution of these APIs jointly with the specific characteristics of the lifecycle of the Android components…

Software Engineering · Computer Science 2022-02-25 Oliviero Riganelli , Ionut Daniel Fagadau , Daniela Micucci , Leonardo Mariani

Android apps include third-party native libraries to increase performance and to reuse functionality. Native code is directly executed from apps through the Java Native Interface or the Android Native Development Kit. Android developers add…

Cryptography and Security · Computer Science 2021-03-04 Sumaya Almanee , Arda Unal , Mathias Payer , Joshua Garcia

Many Android apps analyzers rely, among other techniques, on dynamic analysis to monitor their runtime behavior and detect potential security threats. However, malicious developers use subtle, though efficient, techniques to bypass dynamic…

Cryptography and Security · Computer Science 2022-03-10 Jordan Samhi , Tegawendé F. Bissyandé , Jacques Klein

Modern software systems are increasingly dependent on third-party libraries. It is widely recognized that using mature and well-tested third-party libraries can improve developers' productivity, reduce time-to-market, and produce more…

Software Engineering · Computer Science 2016-12-07 Mohamed Aymen Saied , Ali Ouni , Houari Sahraoui , Raula Gaikovina Kula , Katsuro Inoue , David Lo

Open-source software (OSS) is a pillar of modern software development. Its success depends on the dedication of maintainers who work constantly to keep their libraries stable, adapt to changing needs, and support a growing community. Yet,…

Software Engineering · Computer Science 2025-10-20 Rachna Raj , Diego Elias Costa

In-app advertisements have become a major revenue source for app developers in the mobile app ecosystem. Ad libraries play an integral part in this ecosystem as app developers integrate these libraries into their apps to display ads. In…

Software Engineering · Computer Science 2021-04-02 Md Ahasanuzzaman , Safwat Hassan , Ahmed E. Hassan

Mobile phones and tablets have become the most widely used computing devices, with a large predominance of the Android platform. As a natural evolution, the development of Android applications has surged and has become a major field of…

Software Engineering · Computer Science 2018-09-27 Franz-Xaver Geiger , Ivano Malavolta

Third-party library reuse has become common practice in contemporary software development, as it includes several benefits for developers. Library dependencies are constantly evolving, with newly added features and patches that fix bugs in…

Software Engineering · Computer Science 2017-09-15 Raula Gaikovina Kula , Daniel M. German , Ali Ouni , Takashi Ishio , Katsuro Inoue

This paper investigates changes over time in the behavior of Android ad libraries. Taking a sample of 100,000 apps, we extract and classify the ad libraries. By considering the release dates of the applications that use a specific ad…

Cryptography and Security · Computer Science 2013-07-24 Theodore Book , Adam Pridgen , Dan S. Wallach

Data driven research on Android has gained a great momentum these years. The abundance of data facilitates knowledge learning, however, also increases the difficulty of data preprocessing. Therefore, it is non-trivial to prepare a demanding…

Software Engineering · Computer Science 2017-11-22 Guozhu Meng , Yinxing Xue , Jing Kai Siow , Ting Su , Annamalai Narayanan , Yang Liu

Industrial applications heavily integrate open-source software libraries nowadays. Beyond the benefits that libraries bring, they can also impose a real threat in case a library is affected by a vulnerability but its community is not active…

Software Engineering · Computer Science 2025-04-24 Alexandros Tsakpinis

Third-party libraries are a central building block to develop software systems. However, outdated third-party libraries are commonly used, and developers are usually less aware of the potential risks. Therefore, a quantitative and holistic…

Software Engineering · Computer Science 2020-02-26 Ying Wang , Bihuan Chen , Kaifeng Huang , Bowen Shi , Congying Xu , Xin Peng , Yang Liu , Yijian Wu

Third-party libraries (TPLs) have been widely used in mobile apps, which play an essential part in the entire Android ecosystem. However, TPL is a double-edged sword. On the one hand, it can ease the development of mobile apps. On the other…

Software Engineering · Computer Science 2021-08-10 Xian Zhan , Tianming Liu , Lingling Fan , Li Li , Sen Chen , Xiapu Luo , Yang Liu

Authorship identification is the process of identifying and classifying authors through given codes. Authorship identification can be used in a wide range of software domains, e.g., code authorship disputes, plagiarism detection, exposure…

Software Engineering · Computer Science 2020-09-01 Wei Wang , Guozhu Meng , Haoyu Wang , Kai Chen , Weimin Ge , Xiaohong Li

Android apps are built on APIs that abstract core Android system functionalities. These APIs are officially documented in multiple files distributed with the Android source code or SDK, which we collectively refer to as Android API Lists…

Software Engineering · Computer Science 2026-04-17 Sinan Wang , Qi Zhang , Jiacheng Li , Lili Wei , Yida Tao , Yepang Liu

This paper reports a large-scale study that aims to understand how mobile application (app) vulnerabilities are associated with software libraries. We analyze both free and paid apps. Studying paid apps was quite meaningful because it…

Cryptography and Security · Computer Science 2017-03-28 Takuya Watanabe , Mitsuaki Akiyama , Fumihiro Kanei , Eitaro Shioji , Yuta Takata , Bo Sun , Yuta Ishi , Toshiki Shibahara , Takeshi Yagi , Tatsuya Mori

Vetting security impacts introduced by third-party libraries in iOS apps requires a reliable library detection technique. Especially when a new vulnerability (or a privacy-invasive behavior) was discovered in a third-party library, there is…

Cryptography and Security · Computer Science 2022-07-06 Jingyi Guo , Min Zheng , Yajin Zhou , Haoyu Wang , Lei Wu , Xiapu Luo , Kui Ren
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