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Towards energy-aware intrusion detection systems on mobile devices | IEEE Conference Publication | IEEE Xplore
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Towards energy-aware intrusion detection systems on mobile devices


Abstract:

This paper investigates the correlations between the energy consumption of Android devices and the presence of threats (e.g. battery-drain attacks). In particular, this p...Show More

Abstract:

This paper investigates the correlations between the energy consumption of Android devices and the presence of threats (e.g. battery-drain attacks). In particular, this paper proposes a model for the energy consumption of single hardware components of a mobile device during normal usage and under attack. The model has been implemented in a kernel module and used to build up an energetic signature of both legal and malicious behaviors of WiFi hardware component in different Android devices. Such activity allows us to build a tentative database of signatures that can be used to detect attacks by means of the actual energy consumption of a mobile device. The proposed power consumption model and kernel module can be applied also to other hardware components, so to obtain very precise energetic signatures.
Date of Conference: 01-05 July 2013
Date Added to IEEE Xplore: 21 October 2013
ISBN Information:
Conference Location: Helsinki, Finland

References

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