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Automated Test Generation for Trojan Detection using Delay-based Side Channel Analysis

机译:使用基于延迟的边信道分析自动生成木马病毒检测程序

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Side-channel analysis is widely used for hardware Trojan detection in integrated circuits by analyzing various side-channel signatures, such as timing, power and path delay. Existing delay-based side-channel analysis techniques have two major bottlenecks: (i) they are not suitable in detecting Trojans since the delay difference between the golden design and a Trojan inserted design is negligible, and (ii) they are not effective in creating robust delay signatures due to reliance on random and ATPG based test patterns. In this paper, we propose an efficient test generation technique to detect Trojans using delay-based side channel analysis. This paper makes two important contributions. (1) We propose an automated test generation algorithm to produce test patterns that are likely to activate trigger conditions, and change critical paths. Compared to existing approaches where delay difference is solely based on extra gates from a small Trojan, the change of critical paths by our approach will lead to significant difference in path delay. (2) We propose a fast and efficient reordering technique to maximize the delay deviation between the golden design and Trojan inserted design. Experimental results demonstrate that our approach significantly outperforms state-of-the-art approaches that rely on ATPG or random test patterns for delay-based side-channel analysis.
机译:通过分析各种辅助通道签名(例如时序,功率和路径延迟),辅助通道分析已广泛用于集成电路中的硬件Trojan检测。现有的基于延迟的边信道分析技术存在两个主要瓶颈:(i)由于黄金设计和插入了Trojan的设计之间的延迟差异可忽略,因此它们不适合检测特洛伊木马;(ii)在创建特洛伊木马时无效。由于依赖于随机和基于ATPG的测试模式,因此具有强大的延迟签名。在本文中,我们提出了一种有效的测试生成技术,可以使用基于延迟的边信道分析来检测木马。本文做出了两个重要的贡献。 (1)我们提出了一种自动测试生成算法,以生成可能激活触发条件并更改关键路径的测试模式。与现有方法相比,延迟方法仅基于来自小型特洛伊木马程序的额外门控,相比之下,通过我们的方法更改关键路径将导致路径延迟的显着差异。 (2)我们提出了一种快速有效的重新排序技术,以最大程度地增加黄金设计和特洛伊木马插入设计之间的延迟偏差。实验结果表明,我们的方法大大优于依靠ATPG或随机测试模式进行基于延迟的边信道分析的最新方法。

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