Hardware Trojan Detection Combines with Machine Learning: an Isolation Forest-based Detection Method

2020 IEEE 14th International Conference on Big Data Science and Engineering (BigDataSE) ◽

10.1109/bigdatase50710.2020.00021 ◽

2020 ◽

Author(s):

Taifeng Hu ◽

Liji Wu ◽

Xiangmin Zhang ◽

Zhaopo Liao

Keyword(s):

Machine Learning ◽

Detection Method ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Isolation Forest

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Hardware Trojan Detection Method for Inspecting Integrated Circuits Based on Machine Learning

2021 22nd International Symposium on Quality Electronic Design (ISQED) ◽

10.1109/isqed51717.2021.9424314 ◽

2021 ◽

Author(s):

Yuze Wang ◽

Peng Liu ◽

Xiaoxia Han ◽

Yingtao Jiang

Keyword(s):

Machine Learning ◽

Integrated Circuits ◽

Detection Method ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection

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Data Augmentation for Machine Learning-Based Hardware Trojan Detection at Gate-Level Netlists

2021 IEEE 27th International Symposium on On-Line Testing and Robust System Design (IOLTS) ◽

10.1109/iolts52814.2021.9486713 ◽

2021 ◽

Author(s):

Kento Hasegawa ◽

Seira Hidano ◽

Kohei Nozawa ◽

Shinsaku Kiyomoto ◽

Nozomu Togawa

Keyword(s):

Machine Learning ◽

Data Augmentation ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection

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Hardware Trojan Detection using Supervised Machine Learning

2021 6th International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/icces51350.2021.9489081 ◽

2021 ◽

Author(s):

Gowtham M ◽

kolluru Sri Harsha ◽

Jami Nikhil ◽

Maturi Sai Eswar ◽

Ramesh S R

Keyword(s):

Machine Learning ◽

Supervised Machine Learning ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection

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A Hardware Trojan Detection Method for IoT Sensors using Side Channel Activity Magnifier

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3105286 ◽

2021 ◽

pp. 1-1

Author(s):

E. Jedari ◽

R. Rashidzadeh

Keyword(s):

Detection Method ◽

Side Channel ◽

Hardware Trojan ◽

Channel Activity ◽

Hardware Trojan Detection ◽

Trojan Detection

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A hardware Trojan detection method based on the electromagnetic leakage

China Communications ◽

10.23919/jcc.2019.12.007 ◽

2019 ◽

Vol 16 (12) ◽

pp. 100-110 ◽

Author(s):

Lei Zhang ◽

Youheng Dong ◽

Jianxin Wang ◽

Chaoen Xiao ◽

Ding Ding

Keyword(s):

Detection Method ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection

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Hardware Trojan Detection Combine with Machine Learning: an SVM-based Detection Approach

2019 IEEE 13th International Conference on Anti-counterfeiting, Security, and Identification (ASID) ◽

10.1109/icasid.2019.8924992 ◽

2019 ◽

Author(s):

Taifeng Hu ◽

Liji Wu ◽

Xiangmin Zhang ◽

Yanzhao Yin ◽

Yijun Yang

Keyword(s):

Machine Learning ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Detection Approach

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A Hardware Trojan Detection Method Based on Side-channel Analysis

Proceedings of the 2015 International Conference on Electrical, Computer Engineering and Electronics ◽

10.2991/icecee-15.2015.197 ◽

2015 ◽

Author(s):

Xiaohan Wang ◽

Xiongwei LI ◽

Lu XU

Keyword(s):

Detection Method ◽

Side Channel ◽

Hardware Trojan ◽

Side Channel Analysis ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Channel Analysis

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System Level Hardware Trojan Detection Using Side-Channel Power Analysis and Machine Learning

2020 5th International Conference on Communication and Electronics Systems (ICCES) ◽

10.1109/icces48766.2020.9137882 ◽

2020 ◽

Author(s):

R Gayatri ◽

Yendamury Gayatri ◽

CP Mitra ◽

S Mekala ◽

M Priyatharishini

Keyword(s):

Machine Learning ◽

Power Analysis ◽

System Level ◽

Side Channel ◽

Hardware Trojan ◽

Channel Power ◽

Hardware Trojan Detection ◽

Trojan Detection

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Evaluation on Hardware-Trojan Detection at Gate-Level IP Cores Utilizing Machine Learning Methods

2020 IEEE 26th International Symposium on On-Line Testing and Robust System Design (IOLTS) ◽

10.1109/iolts50870.2020.9159740 ◽

2020 ◽

Author(s):

Tatsuki Kurihara ◽

Kento Hasegawa ◽

Nozomu Togawa

Keyword(s):

Machine Learning ◽

Hardware Trojan ◽

Learning Methods ◽

Machine Learning Methods ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

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Machine Learning based Hardware Trojan Detection using Electromagnetic Emanation

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.2021cip0011 ◽

2021 ◽

Author(s):

Junko TAKAHASHI ◽

Keiichi OKABE ◽

Hiroki ITOH ◽

Xuan-Thuy NGO ◽

Sylvain GUILLEY ◽

...

Keyword(s):

Machine Learning ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection

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