RIDA: Cross-App Record and Replay for Android

Liang, Jiayuan1; Wang, Sinan2; Deng, Xiangbo1; Liu, Yepang1,2

10.1109/ICST57152.2023.00031

2023

16th IEEE International Conference on Software Testing, Verification and Validation (ICST)

2159-4848

978-1-6654-5667-8

2023 IEEE CONFERENCE ON SOFTWARE TESTING, VERIFICATION AND VALIDATION, ICST

246-257

APR 16-20, 2023

null,Dublin,IRELAND

10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA

IEEE COMPUTER SOC

The number of Android apps keeps increasing in recent years. Despite the fact that there exist apps for various kinds of purposes, apps that share similar functionalities with existing ones are still emerging on the market. To reduce the effort in testing such apps, previous research has proposed approaches for migrating test scripts across similar apps. However, such test reuse techniques require existing test suites for migrating, which hinders their practical use in commercial app development. Unlike script-based GUI testing, record-and-replay techniques are more convenient for human testers who are unfamiliar with programming. In this paper, we propose a new testing technique, RIDA, that records interaction sequences on one app (source app) and replays them on another app (target app) with similar functionalities. Such cross-app record-and-replay is challenging. First, there are no clear mappings between the recorded sequences on source apps and the sequences required to be performed on the target apps. Second, reliable indicators of widgets' functionalities are not always available from the recorded sequences, which limits the effectiveness of event matching between source and target apps. To address the challenges, we design an on-the-fly searching algorithm for finding target widgets during cross-app replay and leverage multiple semantic descriptors together with image captioning techniques to infer the functionalities of widgets. We have implemented RIDA and evaluated it using both controlled and in-the-wild experiments. The results show that RIDA can effectively perform cross-app record-and-replay and outperform baseline methods in terms of the number of completely- and partially- replayed events.

Android testing cross-app record-and-replay semantic matching image captioning

第一 ; 通讯

英语

CPCI-S ; EI

Guangdong Basic and Applied Basic Research Fund[2021A1515011562]

Computer Science

Computer Science, Software Engineering ; Computer Science, Theory & Methods

WOS:001009201200024

20232514262333

Android (operating system)

Computer Software, Data Handling and Applications:723

Web of Science

1.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen, Peoples R China
2.Southern Univ Sci & Technol, Res Inst Trustworthy Autonomous Syst, Shenzhen, Peoples R China

Liang, Jiayuan,Wang, Sinan,Deng, Xiangbo,et al. RIDA: Cross-App Record and Replay for Android[C]. 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA:IEEE COMPUTER SOC,2023:246-257.