A Threshold based Hardware Trojan Detection Technique Using XGBoost Algorithm

被引：2
|
作者：
Das, Ranit [1 ]
Dhar, Tapobrata [1 ]
Roy, Surajit Kumar [1 ]
机构：
[1] Indian Inst Engn Sci & Technol, Dept Informat Technol, Sibpur, Howrah, India
来源：
2022 IEEE INTERNATIONAL TEST CONFERENCE INDIA (ITC INDIA) | 2022年
关键词：
Hardware-Trojan; XGBoost; ROC-curve;
D O I：
10.1109/ITCINDIA202255192.2022.9854735
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The globalization of Integrated Circuit (IC) manufacturing has made ICs vulnerable to Hardware Trojans (HT). This paper proposes a gate-level netlist HT detection technique using Xgboost probabilistic classifier. Improved results are obtained using a threshold.
引用
收藏
页数：6
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