信息安全研究2025，Vol.11Issue(5)：420-426,7.DOI:10.12379/j.issn.2096-1057.2025.05.04
结合多旁路分析与皮尔逊相关系数的硬件木马检测方法
Hardware Trojan Detection Method Integrating Multiple Side-channel Analysis and Pearson Correlation Coefficient
摘要
Abstract
For the chip power consumption data acquisition when the influence of the noise problem,this paper proposes a multiple side-channel analysis method based on correlation analysis,using the intrinsic relationship between dynamic current and electromagnetic radiation to identify the existence of hardware trojans.A dual channel detection platform is built to simultaneously collect and store the dynamic power consumption and electromagnetic radiation of the chip.Pearson correlation coefficient curves of power consumption and electromagnetism are obtained to distinguish hardware Trojan horse chip from hardware Trojan horse chip.The experimental results show that the hardware Trojan detection method based on multiple-parameter side-channel analysis can screen out the chip containing hardware Trojan whose area is only 0.28％ of the chip to be tested,and can distinguish the two hardware Trojan horses whose area difference is only 0.08％ of the chip to be tested.关键词
硬件木马/旁路分析/皮尔逊相关系数/芯片安全/FPGAKey words
hardware Trojan/side-channel analysis/Pearson correlation coefficient/chip security/FPGA分类
计算机与自动化引用本文复制引用
王建新,邓昊东,肖超恩,张磊..结合多旁路分析与皮尔逊相关系数的硬件木马检测方法[J].信息安全研究,2025,11(5):420-426,7.基金项目
教育部产学合作协同育人项目(20220163H0211) （20220163H0211）
中央高校基本科研业务费专项资金项目(3282024009,20230051Z0114,20230050Z0114) （3282024009,20230051Z0114,20230050Z0114）
北京高等教育"本科教学改革创新项目"(20220121Z0208,202110018002) （20220121Z0208,202110018002）
北京电子科技学院学科建设项目(20230007Z0452,20230010Z0452) （20230007Z0452,20230010Z0452）
