CPS: Medium: Collaborative Research: Frequency Domain Conversion of Computer Aided Design Files to Enable Encryption, Authentication and Feature Search Function

CPS：中：协作研究：计算机辅助设计文件的频域转换以实现加密、身份验证和特征搜索功能

• 批准号: 1932264
• 负责人: Nikhil Gupta
• 金额: $ 24.27万
• 依托单位: New York University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2019
• 资助国家: 美国
• 起止时间: 2019-09-01 至 2022-06-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1932264&HistoricalAwards=false
• 关键词: CPS; Medium; Collaborative; Research; Frequency

The additive manufacturing (AM) or 3D printing market has developed exponentially from $1.1B in 2009 to $7.3B in 2018 and experts estimate this to grow double in the next four years. Despite the strategic role that computer-aided design (CAD) files play in AM, designers develop, store, and use the CAD models as they do in any other manufacturing method. This study will research a novel method of imparting new functionalities in CAD models by converting them to the frequency domain using lossless algorithms. The frequency domain representation allows searching the files for specific design features of interest, which is not feasible in the current CAD file formats. Transformation to the frequency domain opens up possibilities for developing new compression and encryption methods. Analysis will be conducted to determine the fundamental principles that lead to lossless conversion of CAD files to the frequency domain and develop compression and encryption methods for the files. Wavelet transform and dynamic time warping will be among the methods used for implementing search functionalities. Dynamic window selection and scaling methods will be used to perform feature search with and without scaling of the object size. These algorithms are based on an exact match procedure and do not rely on tuning or learning the algorithm. The project will help industries that are using AM methods, for example, the aerospace, automotive, medical and military equipment industries. Development of these unique capabilities will by provide new capabilities for design, search, and security. The project will involve post-doctoral fellows and graduate students in the research. The dissemination plan will include publishing the results in journals, conference presentations and press releases for public awareness using the news media.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

增材制造（AM）或3D打印市场已经从2009年的11亿美元呈指数增长到2018年的73亿美元，专家估计未来四年这一数字将增长一倍。尽管计算机辅助设计（CAD）文件在AM中发挥着战略作用，但设计师开发、存储和使用CAD模型就像他们在任何其他制造方法中所做的那样。本研究将研究一种通过使用无损算法将CAD模型转换到频域来赋予CAD模型新功能的新方法。频域表示允许在文件中搜索感兴趣的特定设计特征，这在当前的CAD文件格式中是不可行的。频域转换为开发新的压缩和加密方法提供了可能性。将进行分析，以确定导致CAD文件无损转换到频域的基本原理，并制定文件的压缩和加密方法。小波变换和动态时间规整将是实现搜索功能的方法之一。动态窗口选择和缩放方法将用于在对象大小缩放和不缩放的情况下执行特征搜索。这些算法基于精确匹配过程，不依赖于调优或学习算法。该项目将帮助使用增材制造方法的行业，例如航空航天、汽车、医疗和军事装备行业。这些独特功能的开发将为设计、搜索和安全提供新的功能。该项目将涉及博士后和研究生的研究。传播计划将包括利用新闻媒介在期刊、会议发言和新闻稿上发表结果，以提高公众的认识。该奖项反映了美国国家科学基金会的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。

项目成果

A Survey of Cybersecurity of Digital Manufacturing

• DOI: 10.1109/jproc.2020.3032074
• 发表时间: 2020-06
• 期刊: Proceedings of the IEEE
• 影响因子: 20.6
• 作者: P. Mahesh;Akash Tiwari;Chenglu Jin;Panganamala R. Kumar;A. N. Reddy;Satish T. S. Bukkapatanam;Nikhil Gupta;R. Karri

Computer aided design (CAD) model search and retrieval using frequency domain file conversion

• DOI: 10.1016/j.addma.2020.101554
• 发表时间: 2020-12
• 期刊: Additive manufacturing
• 影响因子: 11
• 作者: Wenjin Li;Gary Mac;N. G. Tsoutsos;Nikhil Gupta;R. Karri

Additive Manufacturing Cyber-Physical System: Supply Chain Cybersecurity and Risks

• DOI: 10.1109/access.2020.2978815
• 发表时间: 2020-01-01
• 期刊: IEEE ACCESS
• 影响因子: 3.9
• 作者: Gupta, Nikhil;Tiwari, Akash;Karri, Ramesh
• 通讯作者: Karri, Ramesh

Cybersecurity Road Map for Digital Manufacturing

数字化制造的网络安全路线图

• DOI: 10.1109/mc.2020.3003432
• 发表时间: 2020
• 期刊: Computer
• 影响因子: 2.2
• 作者: Tsoutsos, Nektarios Georgios;Gupta, Nikhil;Karri, Ramesh
• 通讯作者: Karri, Ramesh

Peak Your Frequency: Advanced Search of 3D CAD Files in the Fourier Domain

达到峰值频率：在傅里叶域中对 3D CAD 文件进行高级搜索

• DOI: 10.1109/access.2020.3013284
• 发表时间: 2020
• 期刊: IEEE Access
• 影响因子: 3.9
• 作者: Mouris, Dimitris;Gouert, Charles;Gupta, Nikhil;Tsoutsos, Nektarios Georgios
• 通讯作者: Tsoutsos, Nektarios Georgios