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Collaborative Research: Secure and Efficient Post-quantum Cryptography: from Coding Theory to Hardware Architecture

Collaborative Research: Secure and Efficient Post-quantum Cryptography: from Coding Theory to Hardware Architecture
合作研究:安全高效的后量子密码学:从编码理论到硬件架构
批准号:
2052751
负责人:
Bane Vasic
金额:
$24.5万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-05-15 至 2025-04-30

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中文摘要
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英文摘要
Public-key ciphers are used for digital signature and secure information exchange in numerous communication and storage systems to ensure data confidentiality, authenticity, and non-repudiability. The current standards for public-key ciphers are based on large number factorization or discrete logarithm, which can be solved in polynomial time by a quantum computing algorithm. Substantial advancements have been made on quantum processors recently and there is imminent need of new cryptography schemes that are secure against quantum computing attacks. The team will make advances in error-correction code (ECC)-based McEliece/Niederreiter cryptography. The approach will be based on low or medium-density parity-check (LDPC or MDPC) ECCs that are among the most promising schemes resistant to quantum computing attacks. The advances will be achieved by coupling research on cryptography and error-correction coding theory, thus eliminating possible backdoors and attacks for these ciphers. The team will also develop efficient and secure hardware implementations that are indispensable in order to adopt the ECC-based ciphers broadly in practical systems. The new challenges posed by the different constructions of LDPC/MDPC codes for cryptographic purposes will be addressed and advanced decoding algorithms will be investigated to unleash the performance potential of these cryptosystems. Additionally, low-overhead schemes will be developed to prevent the leakage of secret key from side-channel information, such as the timing and power consumption of the circuit chip implementing the cipher. This project will also contribute to the development of workforce skilled in coding, cryptography and hardware architecture design for the growing security needs in the US. The participating students will receive advanced training in engineering, and their educational experiences will be enriched by close collaboration between the PIs and their international collaborators.This proposal fills the gaps among the research on cryptography, error-correction coding theory, and hardware architecture design for the ECC-based post-quantum McEliece/Niederreiter cryptosystems. Efficient and highly secure hardware implementations will be developed through integrating theoretical study, attack analysis, and hardware architecture design. Such a cross-layer design approach enables the development of unprecedented short-latency, small-area, low-power, and secure ECC-based cryptosystems. For the first time, possible attacks from coding theoretical perspective will be studied comprehensively and low-overhead mitigation methodologies will be developed for existing and new potential attacks. Taking into account the specifics of the codes utilized in the ECC-based cryptosystems, novel approaches and decoding scheduling schemes will be designed to substantially improve the hardware efficiency. A framework of design and implementation of the ECC-based cryptosystems satisfying various system constraints, such as latency, silicon area, and power consumption, will be developed to enable broad application of post-quantum cryptography. Moreover, algorithmic-level side-channel attack resistant approaches, which have much lower overheads compared to circuit-level methodologies, will be developed by exploiting the variations of LDPC/MDPC decoding data flow and scheduling.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.
期刊论文(21)
专著(0)
科研奖励(0)
会议论文
Learning to Decode Linear Block Codes using Adaptive Gradient-Descent Bit-Flipping
学习使用自适应梯度下降位翻转解码线性块码
DOI: 10.1109/istc57237.2023.10273470
发表时间: 2023
期刊: 2023 12th International Symposium on Topics in Coding (ISTC
影响因子: --
作者: [Milojković, Jovan, Brkic, Srdan, Ivaniš, Predrag, Vasić, Bane]
通讯作者: Vasić, Bane
DOI: 10.1109/tvt.2021.3102178
发表时间: 2021-09
期刊: IEEE Transactions on Vehicular Technology
影响因子: 6.8
作者: [Mona Nasseri;Xin Xiao;B. Vasic;Shu Lin]
通讯作者: Mona Nasseri;Xin Xiao;B. Vasic;Shu Lin
Soft syndrome iterative decoding of quantum LDPC codes and hardware architectures
量子LDPC码的软征候迭代解码和硬件架构
DOI: 10.1140/epjqt/s40507-023-00201-1
发表时间: 2023
期刊: EPJ Quantum Technology
影响因子: 5.3
作者: [Raveendran, Nithin, Valls, Javier, Pradhan, Asit Kumar, Rengaswamy, Narayanan, Garcia-Herrero, Francisco, Vasić, Bane]
通讯作者: Vasić, Bane
On guaranteed correction of error patterns with artificial neural networks
利用人工神经网络保证错误模式的纠正
DOI: --
发表时间: 2022
期刊: Telfor Journal
影响因子: --
作者: [Ivaniš, P, Brkic, S., Vasić, B.]
通讯作者: Vasić, B.
17
    Collaborative Research: CIF: Medium: QODED: Quantum codes Optimized for the Dynamics between Encoded Computation and Decoding using Classical Coding Techniques
    • 批准号:
      2106189
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $69.91万
    • 财政年份:
      2021
    • 负责人:
      Bane Vasic
    • 依托单位:
    CIF: Small: Learning To Correct Errors
    • 批准号:
      2100013
    • 项目类别:
      Standard Grant
    • 资助金额:
      $49.14万
    • 财政年份:
      2021
    • 负责人:
      Bane Vasic
    • 依托单位:
    ECCS/CCSS: Neural Network Nonlinear Iterative LDPC Decoders with Guaranteed Error Performance and Fast Convergence
    • 批准号:
      2027844
    • 项目类别:
      Standard Grant
    • 资助金额:
      $32.0万
    • 财政年份:
      2020
    • 负责人:
      Bane Vasic
    • 依托单位:
    CIF: Medium: Iterative Quantum LDPC Decoders
    • 批准号:
      1855879
    • 项目类别:
      Continuing Grant
    • 资助金额:
      $112.55万
    • 财政年份:
      2019
    • 负责人:
      Bane Vasic
    • 依托单位:
    国内基金
    海外基金
    Research on Quantum Field Theory without a Lagrangian Description
    • 批准号:
      24ZR1403900
    • 项目类别:
      省市级项目
    • 资助金额:
      --
    • 批准年份:
      2024
    • 负责人:
      SATOSHI NAWATA
    • 依托单位:
    Cell Research
    Cell Research
    Cell Research (细胞研究)