CAREER: Towards Privacy-Preserving Wireless Communication: Fundamental Limits and Coding Schemes

职业:走向保护隐私的无线通信:基本限制和编码方案

基本信息

  • 批准号:
    2047913
  • 负责人:
  • 金额:
    $ 51.9万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Continuing Grant
  • 财政年份:
    2021
  • 资助国家:
    美国
  • 起止时间:
    2021-07-01 至 2023-11-30
  • 项目状态:
    已结题

项目摘要

Ever-growing cyber-attacks can lead to data breaches and exposure of private user data held by third parties, including companies, government entities, or medical institutions. A possible solution to such a risk is to implement privacy-preserving protocols between users and third parties that prevent any private information disclosure in the first place. For instance, a user could prove to a third party that she holds a valid password without revealing the password. While solutions for such privacy-preserving problems exist, such solutions are poorly adapted to the open-access, noisy, bandwidth-limited, and distributed nature of wireless networks. Resorting to privacy-preserving protocols unadapted to wireless communication networks may result in suboptimal/inefficient solutions or, even worse, compromise privacy. This project addresses this challenge with a novel framework for privacy-preserving communication specifically adapted to wireless networks. The anticipated benefits are stronger privacy guarantees, improved data rates, and improved scalability, compared to traditional approaches. The project integrates an educational component in the broad field of cybersecurity under the form of i) graduate student training, ii) project- and research-oriented undergraduate student education, and iii) outreach to K-12 students.This project aims to build a comprehensive framework that will enable the fundamental understanding and design of privacy-preserving wireless communication protocols. The construction of this framework is organized around three thrusts. In the first thrust, to improve data rates and scalability, the project investigates novel building blocks for privacy-preserving protocols that incorporate wireless communication constraints and enable multiuser communication protocols. In the second thrust, the project investigates solutions to make privacy-preserving protocols robust to adversarial behaviors. For instance, legitimate protocol users could exhibit malicious behaviors, or unauthorized network users could launch wireless-specific attacks, such as eavesdropping, jamming, or man-in-the-middle attacks. In the third thrust, the project explores the construction of low-complexity wireless protocols with information-theoretic privacy guarantees via novel coding techniques from coding theory, cryptography, and deep learning.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.
不断增长的网络攻击可能导致数据泄露,并暴露第三方持有的私人用户数据,包括公司、政府实体或医疗机构。这种风险的一个可能的解决方案是在用户和第三方之间实施隐私保护协议,以防止任何私人信息泄露。例如,用户可以向第三方证明她持有有效的密码,而不会泄露密码。虽然存在此类隐私保护问题的解决方案,但此类解决方案不能很好地适应无线网络的开放接入、噪声、带宽限制和分布式特性。求助于不适合无线通信网络的隐私保护协议可能会导致次优/低效的解决方案,或者更糟糕的是,损害隐私。该项目通过一种专门适用于无线网络的隐私保护通信的新框架来应对这一挑战。与传统方法相比,预期的好处是更强大的隐私保证、更高的数据速率和更好的可扩展性。该项目整合了广泛的网络安全领域的教育组成部分,其形式包括i)研究生培训,ii)以项目和研究为导向的本科生教育,以及iii)面向K-12学生的扩展。该项目旨在建立一个全面的框架,使人们能够基本理解和设计保护隐私的无线通信协议。这一框架的构建围绕三个方面展开。在第一个推力中,为了提高数据速率和可扩展性,该项目研究了隐私保护协议的新构建块,这些协议结合了无线通信限制并启用了多用户通信协议。在第二个推力中,该项目研究了解决方案,使隐私保护协议对敌对行为具有健壮性。例如,合法协议用户可能会表现出恶意行为,或者未经授权的网络用户可能会发起特定于无线的攻击,例如窃听、干扰或中间人攻击。在第三个重点中,该项目探索了通过来自编码理论、密码学和深度学习的新编码技术来构建具有信息论隐私保证的低复杂性无线协议。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势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

期刊论文数量(12)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Private Classical Communication Over Quantum Multiple-Access Channels
量子多址信道上的私有经典通信
Design of Short Blocklength Wiretap Channel Codes: Deep Learning and Cryptography Working Hand in Hand
短块长度窃听信道代码的设计:深度学习和密码学携手合作
Retractable Commitment over Noisy Channels
对嘈杂渠道的可收回承诺
  • DOI:
    10.1109/itw55543.2023.10161683
  • 发表时间:
    2023
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Chou, Rémi A.;Bloch, Matthieu R.
  • 通讯作者:
    Bloch, Matthieu R.
Secret Sharing Over a Gaussian Broadcast Channel: Optimal Coding Scheme Design and Deep Learning Approach at Short Blocklength
高斯广播信道上的秘密共享:短块长下的最优编码方案设计和深度学习方法
  • DOI:
    10.1109/isit54713.2023.10206773
  • 发表时间:
    2023
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Sultana, Rumia;Rana, Vidhi;Chou, Rémi A.
  • 通讯作者:
    Chou, Rémi A.
Commitment over Multiple-Access Channels
对多路访问渠道的承诺
  • DOI:
    10.1109/allerton49937.2022.9929405
  • 发表时间:
    2022
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Chou, Remi;Bloch, Matthieu R.
  • 通讯作者:
    Bloch, Matthieu R.
{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

数据更新时间:{{ journalArticles.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ monograph.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ sciAawards.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ conferencePapers.updateTime }}

{{ item.title }}
  • 作者:
    {{ item.author }}

数据更新时间:{{ patent.updateTime }}

Remi Chou其他文献

Remi Chou的其他文献

{{ item.title }}
{{ item.translation_title }}
  • DOI:
    {{ item.doi }}
  • 发表时间:
    {{ item.publish_year }}
  • 期刊:
  • 影响因子:
    {{ item.factor }}
  • 作者:
    {{ item.authors }}
  • 通讯作者:
    {{ item.author }}

{{ truncateString('Remi Chou', 18)}}的其他基金

CAREER: Towards Privacy-Preserving Wireless Communication: Fundamental Limits and Coding Schemes
职业:走向保护隐私的无线通信:基本限制和编码方案
  • 批准号:
    2401373
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
Collaborative Research: CIF: Small: Not All Eggs in One Basket: Authority Distribution for Resilience Against Compromised Nodes in Communication Networks
合作研究:CIF:小:并非所有鸡蛋都放在一个篮子里:针对通信网络中受损节点的弹性的权限分配
  • 批准号:
    2425371
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Standard Grant
Collaborative Research: CIF: Small: Not All Eggs in One Basket: Authority Distribution for Resilience Against Compromised Nodes in Communication Networks
合作研究:CIF:小:并非所有鸡蛋都放在一个篮子里:针对通信网络中受损节点的弹性的权限分配
  • 批准号:
    2201825
  • 财政年份:
    2022
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Standard Grant
CRII: CIF: Secret Sharing Under Communication Constraints in Wireless Networks
CRII:CIF:无线网络通信约束下的秘密共享
  • 批准号:
    1850227
  • 财政年份:
    2019
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Standard Grant

相似海外基金

CAREER: Towards Fairness in the Real World under Generalization, Privacy and Robustness Challenges
职业:在泛化、隐私和稳健性挑战下实现现实世界的公平
  • 批准号:
    2339198
  • 财政年份:
    2024
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
Collaborative Research: SaTC: CORE: Small: Towards a Privacy-Preserving Framework for Research on Private, Encrypted Social Networks
协作研究:SaTC:核心:小型:针对私有加密社交网络研究的隐私保护框架
  • 批准号:
    2318843
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
Collaborative Research: SaTC: CORE: Small: Towards a Privacy-Preserving Framework for Research on Private, Encrypted Social Networks
协作研究:SaTC:核心:小型:针对私有加密社交网络研究的隐私保护框架
  • 批准号:
    2318844
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
CAREER: SaTC: Towards Machine-learnable Enhancing Framework for Local Differential Privacy
职业:SaTC:面向本地差异隐私的机器学习增强框架
  • 批准号:
    2238680
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
CAREER: Towards Privacy-Preserving Wireless Communication: Fundamental Limits and Coding Schemes
职业:走向保护隐私的无线通信:基本限制和编码方案
  • 批准号:
    2401373
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
CAREER: Towards Privacy and Fairness in Multi-Sided Platforms
职业:在多边平台中实现隐私和公平
  • 批准号:
    2344925
  • 财政年份:
    2023
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
Towards full lifecycle privacy protection on cloud
实现云端全生命周期隐私保护
  • 批准号:
    LP190100395
  • 财政年份:
    2022
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Linkage Projects
CRII: SaTC: Towards Secure and Privacy-preserving Input on Augmented Reality Systems
CRII:SaTC:增强现实系统的安全和隐私保护输入
  • 批准号:
    2153397
  • 财政年份:
    2022
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Standard Grant
Towards Privacy Preserving Internet of Things
迈向保护物联网隐私
  • 批准号:
    RGPIN-2019-05434
  • 财政年份:
    2022
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Discovery Grants Program - Individual
Collaborative Research: CNS Core: Medium: Towards Federated Learning over 5G Mobile Devices: High Efficiency, Low Latency, and Good Privacy
协作研究:CNS 核心:中:迈向 5G 移动设备上的联邦学习:高效率、低延迟和良好的隐私性
  • 批准号:
    2106589
  • 财政年份:
    2021
  • 资助金额:
    $ 51.9万
  • 项目类别:
    Continuing Grant
{{ showInfoDetail.title }}

作者:{{ showInfoDetail.author }}

知道了