Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering

A Feature Extraction Method for Hardware Trojans Detection

Authors
Zhixun Zhao, Lin Ni, Shaoqing Li, Yubo Shi
Corresponding Author
Zhixun Zhao
Available Online April 2015.
DOI
https://doi.org/10.2991/amcce-15.2015.307How to use a DOI?
Keywords
Hardware Trojans; Feature extraction; Convergence and Divergence Analysis
Abstract
Recently Hardware Trojan has been widely studied for its threat to IC security. The method based on power side-channel information is an effective one in various Hardware Trojan detection methods proposed at present. However, there is a problem that Hardware Trojan power is difficult to be distinguished and easy to be drowned by the noise if using the power information to recognize Hardware Trojan through direct power difference during detection process. On the base of power component analysis, this paper proposes that we can extract the feature character of power information based on the feature difference between Hardware Trojan power and noise to manifest the power caused by Hardware Trojan. Then it gives out the power feature extraction algorithm and Trojan power identification model. In the experiment, the AES circuit is used as attack carrier embedded into the hardware Trojan circuit, then simulating the power, the results show that the feature extraction algorithm and convergence and divergence identification model can detect Hardware Trojans effectively.
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This is an open access article distributed under the CC BY-NC license.

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Proceedings
2015 International Conference on Automation, Mechanical Control and Computational Engineering
Part of series
Advances in Intelligent Systems Research
Publication Date
April 2015
ISBN
978-94-62520-64-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/amcce-15.2015.307How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Zhixun Zhao
AU  - Lin Ni
AU  - Shaoqing Li
AU  - Yubo Shi
PY  - 2015/04
DA  - 2015/04
TI  - A Feature Extraction Method for Hardware Trojans Detection
BT  - 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.307
DO  - https://doi.org/10.2991/amcce-15.2015.307
ID  - Zhao2015/04
ER  -