Hardware Trojan Detection using Supervised Machine Learning

被引：0

作者：

Gowtham, M. ^{[1
]}

Harsha, Kolluru Sri ^{[1
]}

Nikhil, Jami ^{[1
]}

Eswar, Maturi Sai ^{[1
]}

Ramesh, S.R. ^{[1
]}

机构：

[1] Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Department of Electronics and Communication Engineering, Coimbatore, India

来源：

Proceedings of the 6th International Conference on Communication and Electronics Systems, ICCES 2021 | 2021年

关键词：

D O I：

9489081

中图分类号：

学科分类号：

摘要：

Decision trees - Integrated circuits - Malware - Feature extraction - Random forests - Supervised learning

引用

页码：1451 / 1456

共 50 条

[21] Network-on-Chip hardware Trojan detection platform based on machine learning
Yao, Jiaqi
Zhang, Ying
Xin, Chen
Journal of Physics: Conference Series, 2022, 2189 (01):
[22] Supervised and Unsupervised Machine Learning for Side-Channel based Trojan Detection
Jap, Dirmanto
He, Wei
Bhasin, Shivam
2016 IEEE 27TH INTERNATIONAL CONFERENCE ON APPLICATION-SPECIFIC SYSTEMS, ARCHITECTURES AND PROCESSORS (ASAP), 2016, : 17 - 24
[23] Hardware Trojan Detection Combines with Machine Learning: an Isolation Forest-based Detection Method
Hu, Taifeng
Wu, Liji
Zhang, Xiangmin
Liao, Zhaopo
2020 IEEE 14TH INTERNATIONAL CONFERENCE ON BIG DATA SCIENCE AND ENGINEERING (BIGDATASE 2020), 2020, : 96 - 103
[24] Automated Test Generation for Hardware Trojan Detection using Reinforcement Learning
Pan, Zhixin
Mishra, Prabhat
2021 26TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC), 2021, : 408 - 413
[25] On Hardware Trojan Detection using Oracle-Guided Circuit Learning
Datta, Rajesh Kumar
Zhao, Guangwei
Jain, Dipali
Shamsi, Kaveh
Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI, : 198 - 203
[26] On Hardware Trojan Detection using Oracle-Guided Circuit Learning
Datta, Rajesh Kumar
Zhao, Guangwei
Jain, Dipali Deepak
Shamsi, Kaveh
PROCEEDING OF THE GREAT LAKES SYMPOSIUM ON VLSI 2024, GLSVLSI 2024, 2024, : 198 - 203
[27] Trojan Playground: A Reinforcement Learning Framework for Hardware Trojan Insertion and Detection
Sarihi, Amin
Patooghy, Ahmad
Jamieson, Peter
Badawy, Abdel-Hameed A.
arXiv, 2023,
[28] Trojan playground: a reinforcement learning framework for hardware Trojan insertion and detection
Sarihi, Amin
Patooghy, Ahmad
Jamieson, Peter
Badawy, Abdel-Hameed A.
JOURNAL OF SUPERCOMPUTING, 2024, 80 (10): : 14295 - 14329
[29] AI Trojan Attack for Evading Machine Learning-Based Detection of Hardware Trojans
Pan, Zhixin
Mishra, Prabhat
IEEE TRANSACTIONS ON COMPUTERS, 2025, 74 (03) : 860 - 874
[30] Hardware Trojan Detection and High-Precision Localization in NoC-based MPSoC using Machine Learning
Wang, Haoyu
Halak, Basel
2023 28TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE, ASP-DAC, 2023, : 516 - 521

← 1 2 3 4 5 →