Detecting Wake Lock Leaks in Android Apps Using Machine Learning

Detecting Wake Lock Leaks in Android Apps Using Machine Learning

The popularity of Android devices has increased exponentially with an increase in the number of mobile devices. Millions of online apps are used in these devices. Energy consumption of a device is a major concern for end-users, who want a long usage time on a single battery charge. The energy consum...

Full description

Bibliographic Details
Main Authors: Muhammad Umair Khan, Scott Uk-Jin Lee, Shanza Abbas, Asad Abbas, Ali Kashif Bashir
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Android apps
call graphs
wake lock
support vector machine
over sampling
Online Access:https://ieeexplore.ieee.org/document/9529217/

Internet

https://ieeexplore.ieee.org/document/9529217/

Similar Items