Search Results for author: Rozhin Yasaei

Found 4 papers, 1 papers with code

H2-Golden-Retriever: Methodology and Tool for an Evidence-Based Hydrogen Research Grantsmanship

no code implementations16 Nov 2022 Paul Seurin, Olusola Olabanjo, Joseph Wiggins, Lorien Pratt, Loveneesh Rana, Rozhin Yasaei, Gregory Renard

The Knowledge Graph module was used for the generation of meaningful entities and their relationships, trends and patterns in relevant H2 papers, thanks to an ontology of the hydrogen production domain.

Lemmatization named-entity-recognition +2

Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network

no code implementations14 Jul 2022 Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque

Moreover, a few existing HT localization methods have several weaknesses: reliance on a golden reference, inability to generalize for all types of HT, lack of scalability, low localization resolution, and manual feature engineering/property definition.

Feature Engineering

HW2VEC: A Graph Learning Tool for Automating Hardware Security

1 code implementation26 Jul 2021 Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque

To attract more attention, we propose HW2VEC, an open-source graph learning tool that lowers the threshold for newcomers to research hardware security applications with graphs.

Graph Learning

GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection

no code implementations19 Jul 2021 Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque

In this work, we propose a novel methodology, GNN4IP, to assess similarities between circuits and detect IP piracy.

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