2022 article

High Dimensional Optimization for Electronic Design

MLCAD '22: PROCEEDINGS OF THE 2022 ACM/IEEE 4TH WORKSHOP ON MACHINE LEARNING FOR CAD (MLCAD), pp. 153–157.

By: Y. Wen n, J. Dean n, B. Floyd n & P. Franzon n

author keywords: Electronic Design Automation (EDA); High Dimensions; Bayesian Optimization; Random Embeddings; Local Inspection; Analog Circuits
TL;DR: IC-REMBO improves the effectiveness and efficiency of the Random EMbedding Bayesian Optimization (REMBO) approach, which is a state-of-the-art high dimensional optimization method and is the first time applying REMBO or inspection method to electronic design. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Sources: Web Of Science, NC State University Libraries
Added: October 31, 2022

2021 journal article

NoPUF: A Novel PUF Design Framework Toward Modeling Attack Resistant PUFs

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 68(6), 2508–2521.

By: A. Wang*, W. Tan*, Y. Wen n & Y. Lao*

author keywords: Physical unclonable function; Security; Reliability engineering; Support vector machines; Noise measurement; Delays; Authentication; Physical unclonable function (PUF); hardware security; modeling attack; reconfigurable; reliability
TL;DR: This paper proposes a novel framework to protect Physical Unclonable Function (PUF) against modeling attacks, denominated as Noisy PUF (NoPUF), which exploits structural unpredictability to improve overall security. (via Semantic Scholar)
UN Sustainable Development Goal Categories
9. Industry, Innovation and Infrastructure (OpenAlex)
Source: Web Of Science
Added: June 14, 2021

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