RRAM Motifs for Mitigating Differential Power Analysis Attacks (DPA)

Ganesh Khedkar, D. Kudithipudi
{"title":"RRAM Motifs for Mitigating Differential Power Analysis Attacks (DPA)","authors":"Ganesh Khedkar, D. Kudithipudi","doi":"10.1109/ISVLSI.2012.68","DOIUrl":null,"url":null,"abstract":"Hybrid Resistive Random Access Memory(RRAM)/CMOS architectures offer several opportunities in the next generation high performance systems. These systems are vulnerable to side channel attacks(SPA), including Differential Power Analysis (DPA) attacks. An architecture with cryptoco processors integrated on a dedicated CMOS layer and the associated memory on the RRAM layer, can help mitigate the side channel attacks on these systems. In particular, we focus on the DPA attacks which can compromise the system performance, by statistically analyzing information of intermediate results in a cryptographic computation. In this paper we propose the use of RRAM to obscure the power signals that mitigate the DPA attacks. RRAM motifs are dynamically reconfigurable hardware crossbar structures that can be programmed on-the-fly in to a memory or sensing elements. We investigate a 4x64 RRAMmotif that can perform memory and sensing in tandem. Our analysis shows that we cannot easily distinguish between the memory access and sensing operations. Though the power dissipated in the best and worst case scenarios when reading from an RRAM motif varied by 9%, it does not provide any additional information on the specific access. Additionally, it was observed that the variations in the voltage and temperature of the RRAM generate noise in guessing the sub key and enhances the DPA resiliency of the system.","PeriodicalId":398850,"journal":{"name":"2012 IEEE Computer Society Annual Symposium on VLSI","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE Computer Society Annual Symposium on VLSI","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISVLSI.2012.68","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

Abstract

Hybrid Resistive Random Access Memory(RRAM)/CMOS architectures offer several opportunities in the next generation high performance systems. These systems are vulnerable to side channel attacks(SPA), including Differential Power Analysis (DPA) attacks. An architecture with cryptoco processors integrated on a dedicated CMOS layer and the associated memory on the RRAM layer, can help mitigate the side channel attacks on these systems. In particular, we focus on the DPA attacks which can compromise the system performance, by statistically analyzing information of intermediate results in a cryptographic computation. In this paper we propose the use of RRAM to obscure the power signals that mitigate the DPA attacks. RRAM motifs are dynamically reconfigurable hardware crossbar structures that can be programmed on-the-fly in to a memory or sensing elements. We investigate a 4x64 RRAMmotif that can perform memory and sensing in tandem. Our analysis shows that we cannot easily distinguish between the memory access and sensing operations. Though the power dissipated in the best and worst case scenarios when reading from an RRAM motif varied by 9%, it does not provide any additional information on the specific access. Additionally, it was observed that the variations in the voltage and temperature of the RRAM generate noise in guessing the sub key and enhances the DPA resiliency of the system.
减少差分功率分析攻击(DPA)的RRAM主题
混合电阻随机存取存储器(RRAM)/CMOS架构为下一代高性能系统提供了许多机会。这些系统容易受到侧信道攻击(SPA),包括差分功率分析(DPA)攻击。将加密处理器集成在专用CMOS层上,并将相关存储器集成在RRAM层上的架构可以帮助减轻对这些系统的侧信道攻击。特别地,我们通过统计分析加密计算中间结果的信息,重点研究了可能损害系统性能的DPA攻击。在本文中,我们建议使用RRAM来模糊功率信号,以减轻DPA攻击。RRAM主题是动态可重构的硬件横杆结构,可以在存储器或传感元件上进行动态编程。我们研究了一个4x64 RRAMmotif,可以同时执行记忆和传感。我们的分析表明,我们不能轻易区分记忆访问和传感操作。虽然从RRAM母题读取时,在最佳和最差情况下的功耗变化了9%,但它并没有提供任何关于特定访问的额外信息。此外,RRAM的电压和温度变化会在猜测子密钥时产生噪声,从而增强了系统的DPA弹性。
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
自引率
0.00%
发文量
0
×
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:604180095
Book学术官方微信