Extending EcoAndroid with Automated Detection of Resource Leaks

• Tipo: Artigo em Livro de Atas de Conferência Internacional
• Data: 2022

Autores

Pereira, RB (Autor) Outra; Ferreira, JF (Autor) Outra; Mendes, A (Autor) FEUP; Rui Abreu (Autor) FEUP

Ata de Conferência Internacional

Título: 9TH IEEE/ACM INTERNATIONAL CONFERENCE ON MOBILE SOFTWARE ENGINEERING AND SYSTEMS, MOBILESOFT 2022

Páginas: 17-27

9th IEEE/ACM International Conference on Mobile Software Engineering and Systems (MobileSoft)

Pittsburgh, PA, MAY 17-18, 2022

Indexação

ISI Web of Knowledge - 0 Citações

Scopus - 0 Citações

Outras Informações

ID Authenticus: P-00W-SPB

DOI: 10.1145/3524613.3527815

Abstract (EN): When developing mobile applications, developers often have to decide when to acquire and when to release resources. This leads to resource leaks, a kind of bug where a resource is acquired but never released. This is a common problem in Android applications that can degrade energy efficiency and, in some cases, can cause resources to not function properly. In this paper, we present an extension of EcoAndroid, an Android Studio plugin that improves the energy efficiency of Android applications, with an inter-procedural static analysis that detects resource leaks. Our analysis is implemented using Soot, FlowDroid, and Heros, which provide a static-analysis environment capable of processing Android applications and performing inter-procedural analysis with the IFDS framework. It currently supports the detection of leaks related to four Android resources: Cursor, SQLite-Database, Wakelock, and Camera. We evaluated our tool with the DroidLeaks benchmark and compared it with 8 other resource leak detectors. We obtained a precision of 72.5% and a recall of 83.2%. Our tool was able to uncover 191 previously unidentified leaks in this benchmark. These results show that our analysis can help developers identify resource leaks.

Idioma: Inglês

Tipo (Avaliação Docente): Científica

Nº de páginas: 11