Counterfeit Electronics Detection Using Image Processing and Machine Learning

被引:27
作者
Asadizanjani, Navid [1 ]
Tehranipoor, Mark [1 ]
Forte, Domenic [1 ]
机构
[1] Univ Florida, Elect & Comp Engn Dept, Gainesville, FL 32611 USA
来源
2016 INTERNATIONAL CONFERENCE ON COMMUNICATION, IMAGE AND SIGNAL PROCESSING (CCISP 2016) | 2017年 / 787卷
基金
美国国家科学基金会;
关键词
INTEGRATED-CIRCUITS;
D O I
10.1088/1742-6596/787/1/012023
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Counterfeiting is an increasing concern for businesses and governments as greater numbers of counterfeit integrated circuits (IC) infiltrate the global market. There is an ongoing effort in experimental and national labs inside the United States to detect and prevent such counterfeits in the most efficient time period. However, there is still a missing piece to automatically detect and properly keep record of detected counterfeit ICs. Here, we introduce a web application database that allows users to share previous examples of counterfeits through an online database and to obtain statistics regarding the prevalence of known defects. We also investigate automated techniques based on image processing and machine learning to detect different physical defects and to determine whether or not an IC is counterfeit.
引用
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页数:6
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