TY - GEN
T1 - Towards Automatically Repairing Compatibility Issues in Published Android Apps
AU - Zhao, Yanjie
AU - Li, Li
AU - Liu, Kui
AU - Grundy, John
N1 - Publisher Copyright:
© 2022 ACM.
PY - 2022/7/5
Y1 - 2022/7/5
N2 - The heavy fragmentation of the Android ecosystem has led to se-vere compatibility issues with apps, including those that crash at runtime or cannot be installed on certain devices but work well on other devices. To address this problem, various approaches have been proposed to detect and fix compatibility issues automatically. However, these all come with various limitations on fixing the com-patibility issues, e.g., can only fix one specific type of issues, cannot deal with multi-invocation issues in a single line and issues in re-leased apps. To overcome these limitations, we propose a generic approach that aims at fixing more types of compatibility issues in released Android apps. To this end, our prototype tool, Repair-Droid, provides a generic app patch description language for users to create fix templates for compatibility issues. The created tem-plates will then be leveraged by RepairDroid to automatically fix the corresponding issue at the bytecode level (e.g., right before users install the app). RepairDroid can support template creations for OS-induced, device-specific and inter-callback compatibility issues detected by three state-of-the-art approaches. Our experimental re-sults show that RepairDroid can fix 7,660 out of 8,976 compatibility issues in 1,000 randomly selected Google Play apps. RepairDroid is generic to configure new compatibility issues and outperforms the state-of-the-art on effectively repairing compatibility issues in released Android apps.
AB - The heavy fragmentation of the Android ecosystem has led to se-vere compatibility issues with apps, including those that crash at runtime or cannot be installed on certain devices but work well on other devices. To address this problem, various approaches have been proposed to detect and fix compatibility issues automatically. However, these all come with various limitations on fixing the com-patibility issues, e.g., can only fix one specific type of issues, cannot deal with multi-invocation issues in a single line and issues in re-leased apps. To overcome these limitations, we propose a generic approach that aims at fixing more types of compatibility issues in released Android apps. To this end, our prototype tool, Repair-Droid, provides a generic app patch description language for users to create fix templates for compatibility issues. The created tem-plates will then be leveraged by RepairDroid to automatically fix the corresponding issue at the bytecode level (e.g., right before users install the app). RepairDroid can support template creations for OS-induced, device-specific and inter-callback compatibility issues detected by three state-of-the-art approaches. Our experimental re-sults show that RepairDroid can fix 7,660 out of 8,976 compatibility issues in 1,000 randomly selected Google Play apps. RepairDroid is generic to configure new compatibility issues and outperforms the state-of-the-art on effectively repairing compatibility issues in released Android apps.
KW - Android
KW - Automated Program Repair
KW - Compatibility Issue
UR - https://www.scopus.com/pages/publications/85132422170
U2 - 10.1145/3510003.3510128
DO - 10.1145/3510003.3510128
M3 - 会议稿件
AN - SCOPUS:85132422170
T3 - Proceedings - International Conference on Software Engineering
SP - 2142
EP - 2153
BT - Proceedings - 2022 ACM/IEEE 44th International Conference on Software Engineering, ICSE 2022
PB - IEEE Computer Society
T2 - 44th ACM/IEEE International Conference on Software Engineering, ICSE 2022
Y2 - 22 May 2022 through 27 May 2022
ER -