Graph Neural Network based Hardware Trojan Detection at Intermediate Representative for SoC Platforms

Author:

Fu Weimin1,Yu Honggang2,Arias Orlando2,Yang Kaichen2,Jin Yier2,Yavuz Tuba2,Guo Xiaolong1

Affiliation:

1. Kansas State University, Manhattan, KS, USA

2. University of Florida, Gainesville, FL, USA

Funder

National Science Foundation

Publisher

ACM

Reference44 articles.

1. 2021. HACK at DAC. Retrieved December 5--9 , 2021 from https://hackatevent.org/hackdac21/ 2021. HACK at DAC. Retrieved December 5--9, 2021 from https://hackatevent.org/hackdac21/

2. 2022. Common Weakness Enumeration. https://cwe.mitre.org/ 2022. Common Weakness Enumeration. https://cwe.mitre.org/

3. low RISC. 2022. GitHub - lowRISC/ibex: Ibex is a small 32 bit RISC-V CPU core, previously known as zero-riscy. [Online ; accessed 2022 -04--10]. lowRISC. 2022. GitHub - lowRISC/ibex: Ibex is a small 32 bit RISC-V CPU core, previously known as zero-riscy. [Online; accessed 2022-04--10].

4. antmicro. 2022. GitHub - antmicro/yosys-uhdm-plugin-integration. https://github.com/antmicro/yosys-uhdm-plugin-integration antmicro. 2022. GitHub - antmicro/yosys-uhdm-plugin-integration. https://github.com/antmicro/yosys-uhdm-plugin-integration

5. Orlando Arias , Zhaoxiang Liu , Xiaolong Guo , Yier Jin , and Shuo Wang . 2022 . RTSec: Automated RTL Code Augmentation for Hardware Security Enhancement. In 2022 Design , Automation & Test in Europe Conference & Exhibition (DATE). IEEE. Orlando Arias, Zhaoxiang Liu, Xiaolong Guo, Yier Jin, and Shuo Wang. 2022. RTSec: Automated RTL Code Augmentation for Hardware Security Enhancement. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Deep Learning Approach for Hardware Trojan Detection in Netlist of Integrated Circuits with Graph Neural Networks;Lecture Notes in Networks and Systems;2024

2. A RISC-V SoC with Hardware Trojans: Case Study on Trojan-ing the On-Chip Protocol Conversion;2023 IFIP/IEEE 31st International Conference on Very Large Scale Integration (VLSI-SoC);2023-10-16

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