Title :
Power Based Malicious Code Detection Techniques for Smartphones
Author :
Dixon, Bryan ; Mishra, Shivakant
Author_Institution :
Comput. Sci. Dept., Univ. of Colorado at Boulder, Boulder, CO, USA
Abstract :
In recent years there have been a growing number of viruses, root kits, and malware designed to gain access to system resources and information stored on smartphones. This paper examines the effectiveness of two smartphone-specific techniques for detecting malicious code behavior based on individual power consumption profiles based on time and location. Prototypes for each of the techniques were developed for use with Google´s Android platform and were each evaluated over periods of six months or more involving several real-world users. This paper describes the design and implementation of each of these prototypes as well as the evaluation of their results.
Keywords :
computer viruses; power consumption; smart phones; telecommunication security; Google Android platform; malicious code behavior detection; malware; power based malicious code detection techniques; power consumption profiles; root kits; smartphones; system resources; viruses; Accuracy; Batteries; Malware; Power demand; Prototypes; Smart phones; Software;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2013 12th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/TrustCom.2013.22