CSR: Small: Collaborative Research: Overheard at Home - Mitigating Overhearing of Continuous Listening Devices
CSR:小:协作研究:在家无意中听到的声音 - 减轻连续监听设备的无意中听到的情况
基本信息
- 批准号:1815274
- 负责人:
- 金额:$ 24.8万
- 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
- 来源:
- 关键词:
项目摘要
Smart home devices that converse with humans are becoming popular day by day. These hands-free, Internet-connected devices continuously listen to their surroundings, so that whenever someone speaks to them, they can respond right away. In the presence of such always-listening devices at home, people are at the greatest risk of privacy invasion. For instance, a hacker can hack into these devices and listen to everything one says or every sound one makes at home. The goal of this project is to thwart such attacks and to ensure that continuously listening devices do not overhear anything that they should not. This project takes a generalized approach to solve the overhearing problem of any acoustic sensing system. A programmable acoustic filter will be developed, which will inspect and filter out user-defined sounds before audio signals enter into an untrusted acoustic sensing system. To achieve this, the project is organized in four research tasks: (a) devising algorithms to separate a large number of sound sources on resource-constrained embedded platforms; (b) devising algorithms to count the number of active sources in real-time; (c) developing sound recognition algorithms that require very little training data; and (d) developing a custom, low-power, miniature embedded system. Privacy-preserving mobile health applications are important to bringing personalized and low-cost healthcare to the mass of people which they can trust. The system will be deployed in two audio-based mobile health applications: asthma and sleep monitoring, where privacy is of utmost importance. Hardware and software materials developed in this project will be used in graduate and undergraduate level courses at both University of North Carolina and Columbia University. This award will support a female graduate student. Research results will be demonstrated at outreach events, as well as through online course offerings, and conference publications. Anonymized datasets, algorithms, code, and the design of the embedded system will be shared with the research community through a website (https://overhearing.web.unc.edu/). The website is hosted at the University of North Carolina at Chapel Hill. The repository will be publicly accessible and will be kept up-to-date throughout the 3-year project. The website will remain alive beyond the project period for as long as possible.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.
与人类匡威的智能家居设备正日益流行。这些免提、互联网连接的设备持续监听周围环境,因此,无论何时有人对它们说话,它们都可以立即做出回应。在家中有这种始终监听设备的情况下,人们的隐私受到侵犯的风险最大。例如,黑客可以侵入这些设备,监听人们在家里说的每一句话或发出的每一个声音。该项目的目标是阻止此类攻击,并确保持续监听设备不会无意中听到任何不应该听到的内容。 该项目采取了一种通用的方法来解决任何声学传感系统的偷听问题。将开发一种可编程的声学过滤器,在音频信号进入不可信的声学传感系统之前,该过滤器将检查并过滤掉用户定义的声音。为了实现这一目标,该项目分为四个研究任务:(a)设计算法来分离资源受限的嵌入式平台上的大量声源;(B)设计算法来实时计算活动源的数量;(c)开发需要很少训练数据的声音识别算法;以及(d)开发定制的、低功耗的微型嵌入式系统。 保护隐私的移动的健康应用程序对于将个性化和低成本的医疗保健带给他们可以信任的大众非常重要。该系统将部署在两个基于音频的移动的健康应用中:哮喘和睡眠监测,其中隐私是至关重要的。本项目开发的硬件和软件材料将用于北卡罗来纳州和哥伦比亚大学的研究生和本科生课程。该奖项将资助一名女研究生。研究成果将在外联活动中以及通过在线课程和会议出版物展示。嵌入式系统的分析数据集、算法、代码和设计将通过网站(https://overhearing.web.unc.edu/)与研究界分享。该网站托管在位于查佩尔山的北卡罗来纳州大学。该存储库将向公众开放,并将在整个3年项目期间不断更新。该网站将在项目期结束后尽可能长时间地保持活力。该奖项反映了NSF的法定使命,并且通过使用基金会的知识价值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(20)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
PAMS: Improving Privacy in Audio-Based Mobile Systems
- DOI:10.1145/3417313.3429383
- 发表时间:2020-11
- 期刊:
- 影响因子:0
- 作者:S. Xia;Xiaofan Jiang
- 通讯作者:S. Xia;Xiaofan Jiang
QID: Robust Mobile Device Recognition via a Multi-Coil Qi-Wireless Charging System
- DOI:10.1145/3498904
- 发表时间:2022-03
- 期刊:
- 影响因子:0
- 作者:Deliang Yang;Guoliang Xing;Jun Huang;Xiangmao Chang;Xiaofan Jiang
- 通讯作者:Deliang Yang;Guoliang Xing;Jun Huang;Xiangmao Chang;Xiaofan Jiang
SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition
- DOI:10.1109/iotdi49375.2020.00011
- 发表时间:2020-04
- 期刊:
- 影响因子:0
- 作者:Jingping Nie;Yigong Hu;Yuanyuting Wang;S. Xia;Xiaofan Jiang
- 通讯作者:Jingping Nie;Yigong Hu;Yuanyuting Wang;S. Xia;Xiaofan Jiang
aiMSE: Toward an AI-Based Online Mental Status Examination
aiMSE:迈向基于人工智能的在线心理状态检查
- DOI:10.1109/mprv.2022.3172419
- 发表时间:2022
- 期刊:
- 影响因子:1.6
- 作者:Liu, Yanchen;Xia, Stephen;Nie, Jingping;Wei, Peter;Shu, Zhan;Chang, Jeffrey Andrew;Jiang, Xiaofan
- 通讯作者:Jiang, Xiaofan
City-scale vehicle tracking and traffic flow estimation using low frame-rate traffic cameras
- DOI:10.1145/3341162.3349336
- 发表时间:2019-09
- 期刊:
- 影响因子:0
- 作者:Peter Wei;Haocong Shi;Jiaying Yang;J. Qian;Yinan Ji;Xiaofan Jiang
- 通讯作者:Peter Wei;Haocong Shi;Jiaying Yang;J. Qian;Yinan Ji;Xiaofan Jiang
{{
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 }}
Xiaofan Jiang其他文献
PMsub2.5/sub exposure exacerbates seizure symptoms and cognitive dysfunction by disrupting iron metabolism and the Nrf2-mediated ferroptosis pathway
PM2.5 暴露通过破坏铁代谢和 Nrf2 介导的铁死亡途径加剧癫痫发作症状和认知功能障碍
- DOI:
10.1016/j.scitotenv.2023.168578 - 发表时间:
2024-02-01 - 期刊:
- 影响因子:8.000
- 作者:
Huiya Mei;Dongqin Wu;Zenghua Yong;Yingsi Cao;Yuanjin Chang;Junjie Liang;Xiaofan Jiang;Hua Xu;Jiatao Yang;Xian Shi;Ruijin Xie;Wenjing Zhao;Yu Wu;Yueying Liu - 通讯作者:
Yueying Liu
How to improve performance of Chinese BIM-supported civil engineering projects based on the qualitative comparative analysis method
基于定性比较分析方法如何提高中国基于 BIM 的土木工程项目的绩效
- DOI:
10.1038/s41598-025-06662-x - 发表时间:
2025-07-02 - 期刊:
- 影响因子:3.900
- 作者:
Weiwei Zuo;Tingting Mei;Shuda Zhong;Xiaofan Jiang;Ning Yan - 通讯作者:
Ning Yan
Erratum to: FSIP1 enhances the therapeutic sensitivity to CDK4/6 inhibitors in triple-negative breast cancer patients by activating the Nanog pathway
- DOI:
10.1007/s11427-025-2930-3 - 发表时间:
2025-04-24 - 期刊:
- 影响因子:9.500
- 作者:
Guanglei Chen;Lisha Sun;Xi Gu;Liping Ai;Jie Yang;Zhan Zhang;Pengjie Hou;Yining Wang;Xunyan Ou;Xiaofan Jiang;Xinbo Qiao;Qingtian Ma;Nan Niu;Jinqi Xue;Hao Zhang;Yongliang Yang;Caigang Liu - 通讯作者:
Caigang Liu
Human epidermal growth factor receptor 2-positive (HER2
人表皮生长因子受体 2 阳性 (HER2
- DOI:
- 发表时间:
- 期刊:
- 影响因子:0
- 作者:
Jiawen Bu;Yixiao Zhang;N. Niu;Kewei Bi;Lisha Sun;Xinbo Qiao;3. Yimin;Wang;Yinan Zhang;Xiaofan Jiang;Dan Wang;Qingtian Ma;Huajun Li;Caigang Liu - 通讯作者:
Caigang Liu
A Scalable System for Apportionment and Tracking of Energy Footprints in Commercial Buildings
用于分配和跟踪商业建筑能源足迹的可扩展系统
- DOI:
10.1145/3218582 - 发表时间:
2018 - 期刊:
- 影响因子:0
- 作者:
Peter Wei;Xiaoqi Chen;Jordan Vega;S. Xia;Rishikanth Chandrasekaran;Xiaofan Jiang - 通讯作者:
Xiaofan Jiang
Xiaofan Jiang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('Xiaofan Jiang', 18)}}的其他基金
CAREER: A Scalable Occupant-Driven Energy Optimization System for Commercial Buildings
职业:商业建筑的可扩展的居住者驱动的能源优化系统
- 批准号:
1943396 - 财政年份:2020
- 资助金额:
$ 24.8万 - 项目类别:
Continuing Grant
CPS: Medium: Collaborative Research: Building Information, Inhabitant, Interaction and Intelligent Integrated Modeling (BI5M)
CPS:中:协作研究:建筑信息、居民、交互和智能集成建模(BI5M)
- 批准号:
1837022 - 财政年份:2018
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
CSR: CHS: Medium: Collaborative Research: Improving Pedestrian Safety in Urban Cities using Intelligent Wearable Systems
CSR:CHS:中:合作研究:利用智能可穿戴系统提高城市行人安全
- 批准号:
1704899 - 财政年份:2017
- 资助金额:
$ 24.8万 - 项目类别:
Continuing Grant
相似国自然基金
昼夜节律性small RNA在血斑形成时间推断中的法医学应用研究
- 批准号:
- 批准年份:2024
- 资助金额:0.0 万元
- 项目类别:省市级项目
tRNA-derived small RNA上调YBX1/CCL5通路参与硼替佐米诱导慢性疼痛的机制研究
- 批准号:n/a
- 批准年份:2022
- 资助金额:10.0 万元
- 项目类别:省市级项目
Small RNA调控I-F型CRISPR-Cas适应性免疫性的应答及分子机制
- 批准号:32000033
- 批准年份:2020
- 资助金额:24.0 万元
- 项目类别:青年科学基金项目
Small RNAs调控解淀粉芽胞杆菌FZB42生防功能的机制研究
- 批准号:31972324
- 批准年份:2019
- 资助金额:58.0 万元
- 项目类别:面上项目
变异链球菌small RNAs连接LuxS密度感应与生物膜形成的机制研究
- 批准号:81900988
- 批准年份:2019
- 资助金额:21.0 万元
- 项目类别:青年科学基金项目
肠道细菌关键small RNAs在克罗恩病发生发展中的功能和作用机制
- 批准号:31870821
- 批准年份:2018
- 资助金额:56.0 万元
- 项目类别:面上项目
基于small RNA 测序技术解析鸽分泌鸽乳的分子机制
- 批准号:31802058
- 批准年份:2018
- 资助金额:26.0 万元
- 项目类别:青年科学基金项目
Small RNA介导的DNA甲基化调控的水稻草矮病毒致病机制
- 批准号:31772128
- 批准年份:2017
- 资助金额:60.0 万元
- 项目类别:面上项目
基于small RNA-seq的针灸治疗桥本甲状腺炎的免疫调控机制研究
- 批准号:81704176
- 批准年份:2017
- 资助金额:20.0 万元
- 项目类别:青年科学基金项目
水稻OsSGS3与OsHEN1调控small RNAs合成及其对抗病性的调节
- 批准号:91640114
- 批准年份:2016
- 资助金额:85.0 万元
- 项目类别:重大研究计划
相似海外基金
Collaborative Research: CSR: Small: Expediting Continual Online Learning on Edge Platforms through Software-Hardware Co-designs
协作研究:企业社会责任:小型:通过软硬件协同设计加快边缘平台上的持续在线学习
- 批准号:
2312157 - 财政年份:2023
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
Collaborative Research: CSR: Small: Caphammer: A New Security Exploit in Energy Harvesting Systems and its Countermeasures
合作研究:CSR:小型:Caphammer:能量收集系统的新安全漏洞及其对策
- 批准号:
2314681 - 财政年份:2023
- 资助金额:
$ 24.8万 - 项目类别:
Continuing Grant
Collaborative Research: CSR: Small: Cross-layer learning-based Energy-Efficient and Resilient NoC design for Multicore Systems
协作研究:CSR:小型:基于跨层学习的多核系统节能和弹性 NoC 设计
- 批准号:
2321224 - 财政年份:2023
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
Collaborative Research: CSR: Small: Caphammer: A New Security Exploit in Energy Harvesting Systems and its Countermeasures
合作研究:CSR:小型:Caphammer:能量收集系统的新安全漏洞及其对策
- 批准号:
2314680 - 财政年份:2023
- 资助金额:
$ 24.8万 - 项目类别:
Continuing Grant
Collaborative Research: CSR: Small: Cross-layer learning-based Energy-Efficient and Resilient NoC design for Multicore Systems
协作研究:CSR:小型:基于跨层学习的多核系统节能和弹性 NoC 设计
- 批准号:
2321225 - 财政年份:2023
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
Collaborative Research: CSR: Small: Expediting Continual Online Learning on Edge Platforms through Software-Hardware Co-designs
协作研究:企业社会责任:小型:通过软硬件协同设计加快边缘平台上的持续在线学习
- 批准号:
2312158 - 财政年份:2023
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
CSR: Small: Collaborative Research: Decentralized Real-Time Machine Learning Systems on Near-User Edge Devices
CSR:小型:协作研究:近用户边缘设备上的分散式实时机器学习系统
- 批准号:
2104416 - 财政年份:2020
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
CSR: Small: Collaborative Research:Heterogeneous Ultra Low Power Accelerator for Wearable Biomedical Computing
CSR:小型:协作研究:用于可穿戴生物医学计算的异构超低功耗加速器
- 批准号:
2006274 - 财政年份:2019
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
CSR: Small: Collaborative Research: Overheard at Home - Mitigating Overhearing of Continuous Listening Devices
CSR:小:协作研究:在家无意中听到的声音 - 减轻连续监听设备的无意中听到的情况
- 批准号:
1816213 - 财政年份:2018
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant
CSR: Small: Collaborative Research: Improving Latency in Geo-Replicated Storage by Relaxing Consistency Requirements
CSR:小型:协作研究:通过放宽一致性要求来改善地理复制存储的延迟
- 批准号:
1816487 - 财政年份:2018
- 资助金额:
$ 24.8万 - 项目类别:
Standard Grant