课题基金 / 基金详情

SaTC: CORE: Small: Towards Smart and Secure Non Volatile Memory

SaTC: CORE: Small: Towards Smart and Secure Non Volatile Memory
SaTC:核心:小型:迈向智能、安全的非易失性存储器
批准号:
1717550
负责人:
Huiyang Zhou
金额:
$47.44万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-07-31 至 2021-07-30

项目摘要

项目成果

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中文摘要
翻译
非易失性存储器(NVM)技术和3D集成技术重塑了存储器系统。尽管NVM提供了许多理想的特性,例如低泄漏功率和快速系统重启,但NVM的非易失性引入了对数据残留攻击的脆弱性。该项目利用垂直堆叠的3D集成电路实现的内存处理(PIM)来克服与NVM相关的安全挑战。在该项目中,我们使用了一种攻击模型,其中攻击者可以物理地获得NVM芯片并扫描存储在NVM中的数据,还可以窥探存储器总线以获取数据和地址;并且可以篡改存储器内容以及命令。我们的信任基础包括处理器和内存芯片,这意味着芯片内的硬件逻辑和状态寄存器对攻击者来说是隐藏的。为了防止数据扫描和内存总线窥探,我们利用计数器模式加密来加密数据和混淆地址。存储在NVM中的数据总是加密的,而地址在处理器侧加密并在存储器侧解密。解密逻辑成为NVM芯片上的PIM逻辑的一部分。为了防止数据篡改,我们开发了有效的完整性检查,重新利用纠错码(ECC)的完整性检查,使现有的纠错逻辑可以用于错误检测/纠正和完整性验证。总的来说,我们利用PIM来保护数据和访问模式,并确保数据的完整性。该项目的最终结果是智能和安全的NVM架构设计。
英文摘要
Non-volatile memory (NVM) technologies and the 3D-integration technology reshape memory systems. Although providing many desirable features such as low leakage power and fast system restart, the non-volatility of NVM introduces the vulnerability to data remanence attacks. This project leverages the processing-in-memory (PIM), enabled by vertically stacked 3D integration of integrated circuits, to overcome the security challenge associated with NVM.In this project, we use an attack model, in which an attacker can physically obtain the NVM chip and scan the data stored in NVM, can also snoop on the memory bus to retrieve data and addresses; and can tamper with the memory content as well as commands. Our trust base includes both the processor and the memory chip, meaning that the hardware logic and state registers inside the chips are well hidden from the attacker. To protect against data scanning and memory bus snooping, we utilize counter-mode encryption to encrypt data and obfuscate addresses. The data stored in NVM are always encrypted while the addresses are encrypted at the processor side and decrypted at the memory side. The decryption logic becomes a part of the PIM logic on NVM chips. To protect against data tampering, we develop efficient integrity checks by re-purposing error correction codes (ECC) for integrity checking such that the existing error correction logic can be used for both error detection/correction and integrity verification. Overall, we leverage PIM to protect data and access patterns and ensure the data integrity. The end result of the project is smart and secure NVM architecture designs.
期刊论文(14)
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会议论文
DOI: 10.1109/hpca51647.2021.00025
发表时间: 2021-02
期刊: 2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA)
影响因子: --
作者: [Ji Liu;Huiyang Zhou]
通讯作者: Ji Liu;Huiyang Zhou
MKPipe: a compiler framework for optimizing multi-kernel workloads in OpenCL for FPGA
MKPipe:用于优化 OpenCL for FPGA 中的多内核工作负载的编译器框架
DOI: 10.1145/3392717.3392757
发表时间: 2020
期刊: The 34th ACM International Conference on Supercomputing
影响因子: --
作者: [Liu, Ji, Kafi, Abdullah-Al, Shen, Xipeng, Zhou, Huiyang]
通讯作者: Zhou, Huiyang
Reliability Modeling of NISQ- Era Quantum Computers
NISQ-时代量子计算机的可靠性建模
DOI: 10.1109/iiswc50251.2020.00018
发表时间: 2020
期刊: IEEE International Symposium on Workload Characterization
影响因子: --
作者: [Liu, Ji, Zhou, Huiyang]
通讯作者: Zhou, Huiyang
PSSM: achieving secure memory for GPUs with partitioned and sectored security metadata
PSSM:通过分区和扇区安全元数据实现 GPU 安全内存
DOI: 10.1145/3447818.3460374
发表时间: 2021
期刊: The 35th ACM International Conference on Supercomputing
影响因子: --
作者: [Yuan, Shougang, Solihin, Yan, Zhou, Huiyang]
通讯作者: Zhou, Huiyang
13
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      2019
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    SHF: Small: CPU-GPU Collaborative Execution in Fusion Architectures
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      2012
    • 负责人:
      Huiyang Zhou
    • 依托单位:
    TC: Medium: Collaborative Research: Side-Channel-Proof Embedded Processors with Integrated Multi-Layer Protection
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