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 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 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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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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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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Hardware Trojan Detection Using XGBoost Algorithm for IoT with Data Augmentation Using CTGAN and SMOTE

10.1007/978-3-030-79276-3_10 ◽

2021 ◽

pp. 116-127

Author(s):

C. G. Prahalad Srinivas ◽

S. Balachander ◽

Yogesh Chandra Singh Samant ◽

B. Varshin Hariharan ◽

M. Nirmala Devi

Keyword(s):

Data Augmentation ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection

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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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Hardware Trojan Detection Using Machine Learning Technique

Proceedings of International Conference on Recent Trends in Machine Learning, IoT, Smart Cities and Applications - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-15-7234-0_37 ◽

2020 ◽

pp. 415-423

Author(s):

Nikhila Shri Chockaiah ◽

S. K. Swetha Kayal ◽

J. Kavin Malar ◽

P. Kirithika ◽

M. Nirmala Devi

Keyword(s):

Machine Learning ◽

Hardware Trojan ◽

Machine Learning Technique ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Learning Technique

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Wire Load Variation-Based Hardware Trojan Detection Using Machine Learning Techniques

Advances in Intelligent Systems and Computing - Soft Computing and Signal Processing ◽

10.1007/978-981-13-3600-3_58 ◽

2019 ◽

pp. 613-623 ◽

Author(s):

N. Suresh Babu ◽

N. Mohankumar

Keyword(s):

Machine Learning ◽

Machine Learning Techniques ◽

Hardware Trojan ◽

Load Variation ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Learning Techniques

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