CPS: Medium: Collaborative Research: Security vs. Privacy in Cyber-Physical Systems

CPS:媒介:协作研究:网络物理系统中的安全与隐私

基本信息

  • 批准号:
    1837517
  • 负责人:
  • 金额:
    $ 36万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2018
  • 资助国家:
    美国
  • 起止时间:
    2018-10-01 至 2023-09-30
  • 项目状态:
    已结题

项目摘要

This research examines the scientific foundations for modeling security and privacy trade-offs in cyber-physical systems, focusing in particular on settings where privacy-protection technologies might be abused by malicious parties to hide their attacks. The goal is to provide both security and privacy guarantees for a variety of cyber-physical systems including intelligent transportation systems, smart energy, and autonomous vehicles.Privacy and security in cyber-physical systems have been studied independently before, but often they have not been addressed jointly. This project will study privacy-protection mechanisms such as differential privacy, and explore how using such mechanisms can affect the state-of-art integrity and attack-detection mechanisms. The project will also develop novel defenses including: 1) Identifying fundamental trade-offs between privacy and security based theoretical analyses of privacy, control theory, and optimization methods, with applications such as traffic-density estimation and smart grids; 2) incorporating game-theoretic considerations in analyzing adversarial strategies; and 3) Proposing new privacy-preserving techniques applicable in cyber-physical systems and beyond.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.
这项研究探讨了在网络物理系统中建模安全和隐私权衡的科学基础,特别关注隐私保护技术可能被恶意方滥用以隐藏其攻击的环境。其目标是为各种网络物理系统提供安全和隐私保障,包括智能交通系统,智能能源和自动驾驶汽车。网络物理系统中的隐私和安全以前曾被独立研究,但通常没有被联合解决。该项目将研究隐私保护机制,如差异隐私,并探讨使用这些机制如何影响最先进的完整性和攻击检测机制。该项目还将开发新的防御措施,包括:1)基于隐私、控制理论和优化方法的理论分析,确定隐私和安全之间的基本权衡,并应用于交通密度估计和智能电网等领域; 2)在分析对抗策略时考虑博弈论因素; 3)提出新的隐私保护技术,适用于网络,该奖项反映了NSF的法定使命,并被认为值得通过使用基金会的智力价值和更广泛的影响审查标准。

项目成果

期刊论文数量(4)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
State Machine Replication under Changing Network Conditions
  • DOI:
    10.1007/978-3-031-22963-3_23
  • 发表时间:
    2022
  • 期刊:
  • 影响因子:
    0
  • 作者:
    A. Alexandru;Erica Blum;Jonathan Katz;J. Loss
  • 通讯作者:
    A. Alexandru;Erica Blum;Jonathan Katz;J. Loss
Tardigrade: An Atomic Broadcast Protocol for Arbitrary Network Conditions
  • DOI:
    10.1007/978-3-030-92075-3_19
  • 发表时间:
    2021
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Erica Blum;Jonathan Katz;J. Loss
  • 通讯作者:
    Erica Blum;Jonathan Katz;J. Loss
Private Anomaly Detection in Linear Controllers: Garbled Circuits vs. Homomorphic Encryption
线性控制器中的私有异常检测:乱码电路与同态加密
  • DOI:
  • 发表时间:
    2022
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Alexandru, A.;Burbano, L.;Cardenas, A.;Celiktug, M.;Gomez, J.;Katz, J.;Kantarcioglu, M.
  • 通讯作者:
    Kantarcioglu, M.
Adversarial Classification Under Differential Privacy
差分隐私下的对抗性分类
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Jonathan Katz其他文献

Efficient 3-Party Distributed ORAM
高效的三方分布式ORAM
  • DOI:
  • 发表时间:
    2018
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Paul Bunn;Jonathan Katz;E. Kushilevitz;R. Ostrovsky
  • 通讯作者:
    R. Ostrovsky
Experimentation for Developing Evidence-Based UI Standards of Mobile Survey Questionnaires
开发基于证据的移动调查问卷 UI 标准的实验
Verifiable Oblivious Storage
可验证的不经意存储
Advances in Cryptology – CRYPTO 2016
密码学进展 – CRYPTO 2016
  • DOI:
    10.1007/978-3-662-53018-4
  • 发表时间:
    2016
  • 期刊:
  • 影响因子:
    3
  • 作者:
    M. Robshaw;Jonathan Katz
  • 通讯作者:
    Jonathan Katz
POSTPARTUM INVERTED TAKOTSUBO CARDIOMYOPATHY
  • DOI:
    10.1016/s0735-1097(14)60679-3
  • 发表时间:
    2014-04-01
  • 期刊:
  • 影响因子:
  • 作者:
    Amnon Beniaminovitz;Dennis Finkielstein;Jonathan Katz
  • 通讯作者:
    Jonathan Katz

Jonathan Katz的其他文献

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{{ truncateString('Jonathan Katz', 18)}}的其他基金

SaTC: CORE: Medium: Cryptography in a Post-Quantum Future
SaTC:核心:媒介:后量子未来的密码学
  • 批准号:
    2154705
  • 财政年份:
    2022
  • 资助金额:
    $ 36万
  • 项目类别:
    Standard Grant
TWC: Medium: Collaborative: New Protocols and Systems for RAM-Based Secure Computation
TWC:媒介:协作:基于 RAM 的安全计算的新协议和系统
  • 批准号:
    1563722
  • 财政年份:
    2016
  • 资助金额:
    $ 36万
  • 项目类别:
    Standard Grant
TWC: Small: Exploring Cryptographic Models and Setup Assumptions
TWC:小:探索加密模型和设置假设
  • 批准号:
    1223623
  • 财政年份:
    2012
  • 资助金额:
    $ 36万
  • 项目类别:
    Standard Grant
TC: Large: Collaborative Research: Practical Secure Two-Party Computation: Techniques, Tools, and Applications
TC:大型:协作研究:实用安全两方计算:技术、工具和应用
  • 批准号:
    1111599
  • 财政年份:
    2011
  • 资助金额:
    $ 36万
  • 项目类别:
    Continuing Grant
Understanding Fairness in Secure Two-Party and Multi-Party Computation
了解安全两方和多方计算中的公平性
  • 批准号:
    0830464
  • 财政年份:
    2008
  • 资助金额:
    $ 36万
  • 项目类别:
    Standard Grant
Collaborative Research: CT-ISG: Efficient Cryptography Based on Lattices
合作研究:CT-ISG:基于格的高效密码学
  • 批准号:
    0716651
  • 财政年份:
    2007
  • 资助金额:
    $ 36万
  • 项目类别:
    Continuing Grant
New Techniques for Authenticating Humans (and Other Resource-Constrained Devices)
验证人类(和其他资源受限设备)身份的新技术
  • 批准号:
    0627306
  • 财政年份:
    2006
  • 资助金额:
    $ 36万
  • 项目类别:
    Standard Grant
CAREER: Models and Cryptographic Protocols for Unstructured, Decentralized Systems
职业:非结构化、去中心化系统的模型和加密协议
  • 批准号:
    0447075
  • 财政年份:
    2005
  • 资助金额:
    $ 36万
  • 项目类别:
    Continuing Grant
Collaborative Research: Mitigating the Damaging Effects of Key Exposure
合作研究:减轻关键暴露的破坏性影响
  • 批准号:
    0310751
  • 财政年份:
    2003
  • 资助金额:
    $ 36万
  • 项目类别:
    Continuing Grant
Collaborative Research:Modeling Issues with Time-Series--Cross-Section Data
协作研究:时间序列建模问题——截面数据
  • 批准号:
    0213549
  • 财政年份:
    2002
  • 资助金额:
    $ 36万
  • 项目类别:
    Standard Grant

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