Timing-based anomaly detection in embedded systems

Sixing Lu; Minjun Seo; Roman Lysecky

doi:10.1109/ASPDAC.2015.7059110

Timing-based anomaly detection in embedded systems

Sixing Lu, Minjun Seo, Roman Lysecky

Electrical and Computer Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

11 Scopus citations

Abstract

Recent research has demonstrated that many systems are vulnerable to numerous types of malicious activity. As the pervasiveness of embedded systems with network connectivity continues to increase, embedded systems security has become a critical challenge. However, most existing techniques for detecting malware utilize software-based methods that incur significant performance overheads that are often not feasible in embedded systems. In this paper, we present an overview of a novel method for non-intrusively detecting malware in embedded system. The proposed technique utilizes timing requirements to improve detection performance and provide increased resilience to mimicry attacks.

Original language	English (US)
Title of host publication	20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	809-814
Number of pages	6
ISBN (Electronic)	9781479977925
DOIs	https://doi.org/10.1109/ASPDAC.2015.7059110
State	Published - Mar 11 2015
Event	2015 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015 - Chiba, Japan Duration: Jan 19 2015 → Jan 22 2015

Publication series

Name	20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015

Other

Other	2015 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015
Country/Territory	Japan
City	Chiba
Period	1/19/15 → 1/22/15

ASJC Scopus subject areas

Computer Science Applications
Electrical and Electronic Engineering
Control and Systems Engineering
Modeling and Simulation

Access to Document

10.1109/ASPDAC.2015.7059110

Cite this

Timing-based anomaly detection in embedded systems. / Lu, Sixing; Seo, Minjun; Lysecky, Roman.

20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015. Institute of Electrical and Electronics Engineers Inc., 2015. p. 809-814 7059110 (20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Lu, S, Seo, M & Lysecky, R 2015, Timing-based anomaly detection in embedded systems. in 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015., 7059110, 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015, Institute of Electrical and Electronics Engineers Inc., pp. 809-814, 2015 20th Asia and South Pacific Design Automation Conference, ASP-DAC 2015, Chiba, Japan, 1/19/15. https://doi.org/10.1109/ASPDAC.2015.7059110

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Timing-based anomaly detection in embedded systems

Abstract

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