Hardware Trojan Detection in Open-Source Hardware Designs Using Machine Learning

Hardware Trojan Detection in Open-Source Hardware Designs Using Machine Learning

The globalization of the hardware supply chain reduces costs but increases security challenges with the potential insertion of hardware trojans by third parties. Traditional detection methods face scalability limitations by relying solely on simple examples (e.g., AES). Although open-source hardware...

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Bibliographic Details
Main Authors: Victor Takashi Hayashi, Wilson Vicente Ruggiero
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Hardware security
hardware trojan
machine learning
natural language processing
large language models
open hardware
Online Access:https://ieeexplore.ieee.org/document/10904479/
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