mlsanityData to 14 Oct 2026

Security Closure of IC Layouts Against Hardware Trojans

arXiv 2211.07997 ↗First posted 15 Nov 2022cs.CR cs.AR cs.LGcited by 1

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Abstract (arXiv)

Due to cost benefits, supply chains of integrated circuits (ICs) are largely outsourced nowadays. However, passing ICs through various third-party providers gives rise to many threats, like piracy of IC intellectual property or insertion of hardware Trojans, i.e., malicious circuit modifications. In this work, we proactively and systematically harden the physical layouts of ICs against post-design insertion of Trojans. Toward that end, we propose a multiplexer-based logic-locking scheme that is (i) devised for layout-level Trojan prevention, (ii) resilient against state-of-the-art, oracle-less machine learning attacks, and (iii) fully integrated into a tailored, yet generic, commercial-grade design flow. Our work provides in-depth security and layout analysis on a challenging benchmark suite. We show that ours can render layouts resilient, with reasonable overheads, against Trojan insertion in general and also against second-order attacks (i.e., adversaries seeking to bypass the locking defense in an oracle-less setting). We release our layout artifacts for independent verification [29] and we will release our methodology's source code.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 3 of its 36 references that are in the map. First posted on arXiv 15 Nov 2022.

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3 of 36 references.

References · 3

  1. 2018SAIL: Machine Learning Guided Structural Analysis Attack on Hardware Obfuscationcited by 7
  2. 2021MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Predictioncited by 5
  3. 2021Deceptive Logic Locking for Hardware Integrity Protection against Machine Learning Attackscited by 3

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