Counterfeit electronics: A rising threat in the semiconductor manufacturing industry

K. Huang, J. Carulli, Y. Makris
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引用次数: 44

Abstract

As the supply chain of electronic circuits grows more complex, with parts coming from different suppliers scattered across the globe, counterfeit integrated circuits (ICs) are becoming a serious challenge which calls for immediate solutions. Counterfeiting includes re-labeling legitimate chips or illegitimately replicating chips and deceptively selling them as made by the legitimate manufacturer, or simply selling fake chips. Counterfeiting also includes providing defective parts or simply previously used parts recycled from scrapped assemblies. Obviously, there is a multitude of legal and financial implications involved in such activities and even if these devices initially work, they may have reduced lifetime and may pose reliability risks. In this tutorial, we provide a comprehensive review of existing techniques which seek to prevent and/or detect counterfeit integrated circuits. Various approaches are discussed and an advanced machine learning-based method employing parametric measurements is described in detail.
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假冒电子产品:半导体制造行业日益严重的威胁
随着电子电路供应链变得越来越复杂,零件来自全球各地的不同供应商,假冒集成电路(ic)正在成为一个严重的挑战,需要立即解决。假冒包括重新标注合法芯片或非法复制芯片并以合法制造商制造的方式欺骗销售,或简单地销售假芯片。假冒还包括提供有缺陷的零件,或者只是从报废的组装件中回收以前使用过的零件。显然,此类活动涉及大量法律和财务问题,即使这些设备最初可以工作,它们也可能缩短使用寿命,并可能带来可靠性风险。在本教程中,我们提供了一个全面的审查现有的技术,寻求防止和/或检测假冒集成电路。讨论了各种方法,并详细描述了一种采用参数测量的先进的基于机器学习的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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