CNS Core: Small: Architecting Secure-by-Design ReRAM-Based Memories

CNS 核心：小型：构建基于 ReRAM 的安全设计存储器

• 批准号: 1908471
• 负责人: Rickard Ewetz
• 金额: $ 49.96万
• 依托单位: The University of Central Florida Board of Trustees
• 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: 2019-10-01 至 2023-09-30
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1908471&HistoricalAwards=false
• 关键词: CNS; Core; Small; Architecting; Secure

Emerging Resistive Random-Access Memory (ReRAM) may replace flash-based Non-Volatile Memory (NVM) technology in future. Unfortunately, ReRAM technology may introduce new security vulnerabilities. This proposal will investigate the security implications of ReRAM-based NVMs in computing systems and how to structure secure-by-design ReRAM-based memories.This project will investigate security implications of ReRAM, and develop countermeasures against ReRAM side-channel information leakage. The project has three thrusts. The first thrust aims to understand the potential information leakage in such emerging technologies. The second thrust will focus on innovating architectural support to eliminate potential side-channel information leakage. The third thrust will concentrate on system software level solutions.The project will involve training of graduate and undergraduate students and will make an effort towards involving undergraduate and minority students in research. Outreach activities are planned through social media and the Orlando Science center.The project data will be stored in repository maintained in https://stars.library.ucf.edu/memristor-based-memories. The data, models, and simulators will be maintained for at least five years after the project ends.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.

新兴的电阻式随机存取存储器（ReRAM）可能在未来取代基于闪存的非易失性存储器（NVM）技术。不幸的是，ReRAM技术可能会引入新的安全漏洞。 本项目将研究基于ReRAM的NVM在计算系统中的安全含义，以及如何构建基于ReRAM的安全存储器。本项目将研究ReRAM的安全含义，并制定针对ReRAM侧信道信息泄漏的对策。该项目有三个重点。第一个目标是了解这些新兴技术中潜在的信息泄漏。第二个重点是创新架构支持，以消除潜在的边通道信息泄漏。第三个重点将集中在系统软件一级的解决办法，该项目将涉及培训研究生和本科生，并将努力使本科生和少数民族学生参与研究。通过社交媒体和奥兰多科学中心计划外展活动。项目数据将存储在https://stars.library.ucf.edu/memristor-based-memories的存储库中。该奖项反映了NSF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

RC-NVM: Recovery-Aware Reliability-Security Co-Design for Non-Volatile Memories

RC-NVM：非易失性存储器的恢复感知可靠性-安全性协同设计

• DOI: 10.1109/tdsc.2023.3279031
• 发表时间: 2023
• 期刊: IEEE Transactions on Dependable and Secure Computing
• 影响因子: 7.3
• 作者: Zubair, Kazi Abu;Abdullah, Rahaf;Mohaisen, David;Awad, Amro
• 通讯作者: Awad, Amro

Computational Restructuring: Rethinking Image Processing using Memristor Crossbar Arrays

• DOI: 10.23919/date48585.2020.9116255
• 发表时间: 2020-03
• 期刊: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE)
• 作者: Baogang Zhang;Necati Uysal;Rickard Ewetz

Towards resilient analog in-memory deep learning via data layout re-organization

通过数据布局重组实现弹性模拟内存深度学习

• DOI: 10.1145/3489517.3530532
• 发表时间: 2022
• 期刊: ACM
• 作者: Rashed, Muhammad Rashedul;Awad, Amro;Jha, Sumit Kumar;Ewetz, Rickard
• 通讯作者: Ewetz, Rickard

Understanding and Characterizing Side Channels Exploiting Phase-Change Memories

理解和表征利用相变存储器的侧通道

• DOI: 10.1109/mm.2023.3238894
• 发表时间: 2023
• 期刊: IEEE Micro
• 影响因子: 3.6
• 作者: Chowdhuryy, Md Hafizul;Ewetz, Rickard;Awad, Amro;Yao, Fan
• 通讯作者: Yao, Fan

Equivalence Checking for Flow-Based Computing

基于流的计算的等价性检查

• DOI: 10.1109/iccd56317.2022.00101
• 发表时间: 2022
• 期刊: IEEE
• 作者: Thijssen, Sven;Kumar Jha, Sumit;Ewetz, Rickard
• 通讯作者: Ewetz, Rickard