Register-Transfer-Level Features for Machine-Learning-Based Hardware Trojan Detection

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.2019eap1044 ◽

2020 ◽

Vol E103.A (2) ◽

pp. 502-509

Author(s):

Hau Sim CHOO ◽

Chia Yee OOI ◽

Michiko INOUE ◽

Nordinah ISMAIL ◽

Mehrdad MOGHBEL ◽

...

Keyword(s):

Machine Learning ◽

Register Transfer Level ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Register Transfer

Download Full-text

Efficient Machine Learning Model for Hardware Trojan Detection on Register Transfer Level

10.1109/icspis53734.2021.9652443 ◽

2021 ◽

Author(s):

Fajar Wijitrisnanto ◽

Sarwono Sutikno ◽

Septafiansyah Dwi Putra

Keyword(s):

Machine Learning ◽

Learning Model ◽

Register Transfer Level ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Machine Learning Model ◽

Register Transfer ◽

Efficient Machine

Download Full-text

GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level

10.23919/date51398.2021.9474174 ◽

2021 ◽

Author(s):

Rozhin Yasaei ◽

Shih-Yuan Yu ◽

Mohammad Abdullah Al Faruque

Keyword(s):

Neural Networks ◽

Register Transfer Level ◽

Hardware Trojan ◽

Hardware Trojan Detection ◽

Trojan Detection ◽

Register Transfer ◽

Graph Neural Networks

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text