Exploring Handwritten Signature Image Features for Hardware Security

IF 7 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Mahendra Rathor, A. Sengupta, Rahul Chaurasia, Aditya Anshul
{"title":"Exploring Handwritten Signature Image Features for Hardware Security","authors":"Mahendra Rathor, A. Sengupta, Rahul Chaurasia, Aditya Anshul","doi":"10.1109/TDSC.2022.3218506","DOIUrl":null,"url":null,"abstract":"This paper presents a novel hardware security technique that leverages handwritten signature image features for securing intellectual property (IP) cores, such as digital signal processing (DSP) cores, against IP piracy and false claim of IP ownership threats. In our approach, an IP vendor's handwritten signature image features are first converted into a corresponding digital template, followed by mapping into hardware security constraints and implanting them into the design during high level synthesis (HLS) process. This paper presents methodologies of extracting feature set of a handwritten signature through sampling and of encoding of the samples into binary values using a tree based encoding, for generating the digital template. The results of the proposed approach are assessed in terms of strength of IP ownership proof, security against a forged signature and impact of embedding signature constraints on design cost. The results revealed that the proposed approach provides robust security at negligible design cost overhead and also outperforms state of the art hardware security approaches for DSP cores.","PeriodicalId":13047,"journal":{"name":"IEEE Transactions on Dependable and Secure Computing","volume":"20 1","pages":"3687-3698"},"PeriodicalIF":7.0000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Dependable and Secure Computing","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1109/TDSC.2022.3218506","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 1

Abstract

This paper presents a novel hardware security technique that leverages handwritten signature image features for securing intellectual property (IP) cores, such as digital signal processing (DSP) cores, against IP piracy and false claim of IP ownership threats. In our approach, an IP vendor's handwritten signature image features are first converted into a corresponding digital template, followed by mapping into hardware security constraints and implanting them into the design during high level synthesis (HLS) process. This paper presents methodologies of extracting feature set of a handwritten signature through sampling and of encoding of the samples into binary values using a tree based encoding, for generating the digital template. The results of the proposed approach are assessed in terms of strength of IP ownership proof, security against a forged signature and impact of embedding signature constraints on design cost. The results revealed that the proposed approach provides robust security at negligible design cost overhead and also outperforms state of the art hardware security approaches for DSP cores.
探索用于硬件安全的手写签名图像特征
本文提出了一种新的硬件安全技术,该技术利用手写签名图像特征来保护知识产权(IP)核心(如数字信号处理(DSP)核心)免受IP盗版和IP所有权威胁的虚假声明。在我们的方法中,IP供应商的手写签名图像特征首先被转换为相应的数字模板,然后映射到硬件安全约束中,并在高级合成(HLS)过程中将其植入设计中。本文提出了通过采样提取手写签名特征集的方法,以及使用基于树的编码将样本编码为二进制值以生成数字模板的方法。根据知识产权所有权证明的强度、针对伪造签名的安全性以及嵌入签名约束对设计成本的影响来评估所提出方法的结果。结果表明,所提出的方法在可忽略的设计成本开销下提供了稳健的安全性,并且还优于DSP核心的现有硬件安全方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
IEEE Transactions on Dependable and Secure Computing
IEEE Transactions on Dependable and Secure Computing 工程技术-计算机:软件工程
CiteScore
11.20
自引率
5.50%
发文量
354
审稿时长
9 months
期刊介绍: The "IEEE Transactions on Dependable and Secure Computing (TDSC)" is a prestigious journal that publishes high-quality, peer-reviewed research in the field of computer science, specifically targeting the development of dependable and secure computing systems and networks. This journal is dedicated to exploring the fundamental principles, methodologies, and mechanisms that enable the design, modeling, and evaluation of systems that meet the required levels of reliability, security, and performance. The scope of TDSC includes research on measurement, modeling, and simulation techniques that contribute to the understanding and improvement of system performance under various constraints. It also covers the foundations necessary for the joint evaluation, verification, and design of systems that balance performance, security, and dependability. By publishing archival research results, TDSC aims to provide a valuable resource for researchers, engineers, and practitioners working in the areas of cybersecurity, fault tolerance, and system reliability. The journal's focus on cutting-edge research ensures that it remains at the forefront of advancements in the field, promoting the development of technologies that are critical for the functioning of modern, complex systems.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信