Privacy-Preserving Content-Oriented Wireless Communication in Internet-of-Things

被引:104
作者
Gai, Keke [1 ]
Choo, Kim-Kwang Raymond [2 ,3 ]
Qiu, Meikang [4 ]
Zhu, Liehuang [1 ]
机构
[1] Beijing Inst Technol, Sch Comp Sci & Technol, Beijing 100081, Peoples R China
[2] Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA
[3] Univ Texas San Antonio, Dept Elect & Comp Engn, San Antonio, TX 78249 USA
[4] Columbia Univ, Dept Elect Engn, New York, NY 10027 USA
来源
IEEE INTERNET OF THINGS JOURNAL | 2018年 / 5卷 / 04期
关键词
Content-oriented protection; Internet-of-Things (IoT); privacy-preserving; security; wireless communication; DATA AGGREGATION; NETWORKS; ATTACKS; SCHEME;
D O I
10.1109/JIOT.2018.2830340
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With mobile devices (e.g., Android and iOS devices) and other resource constrained Internet-connected devices (e.g., sensors) becoming the norm in our digitalized society, the capacity to ensure security of data-in-transit and at-rest without incurring unrealistic performance overheads is crucial. Rather than using conventional encryption, in this paper we propose the dynamic privacy protection model. The model is designed for ensuring mobile device user privacy even in large volume of data transmissions, which uses dynamic programming to produce an optimal solution of maximizing privacy protection levels even for resource constrained devices. We then develop an Android app and use it to evaluate the effectiveness of the model. The findings suggest that the proposed model allows us to achieve improved privacy protection.
引用
收藏
页码:3059 / 3067
页数:9
相关论文
共 36 条
[1]   Defense Against Primary User Emulation Attacks in Cognitive Radio Networks Using Advanced Encryption Standard [J].
Alahmadi, Ahmed ;
Abdelhakim, Mai ;
Ren, Jian ;
Li, Tongtong .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2014, 9 (05) :772-781
[2]   A Privacy-Preserving Vehicular Crowdsensing-Based Road Surface Condition Monitoring System Using Fog Computing [J].
Basudan, Sultan ;
Lin, Xiaodong ;
Sankaranarayanan, Karthik .
IEEE INTERNET OF THINGS JOURNAL, 2017, 4 (03) :772-782
[3]   The Bin Packing Problem with Precedence Constraints [J].
Dell'Amico, Mauro ;
Diaz, Jose Carlos Diaz ;
Iori, Manuel .
OPERATIONS RESEARCH, 2012, 60 (06) :1491-1504
[4]   Exploiting Service Similarity for Privacy in Location-Based Search Queries [J].
Dewri, Rinku ;
Thurimella, Ramakrisha .
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2014, 25 (02) :374-383
[5]   TaintDroid: An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones [J].
Enck, William ;
Gilbert, Peter ;
Han, Seungyeop ;
Tendulkar, Vasant ;
Chun, Byung-Gon ;
Cox, Landon P. ;
Jung, Jaeyeon ;
McDaniel, Patrick ;
Sheth, Anmol N. .
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2014, 32 (02)
[6]   Privacy-Preserving Data Aggregation in Smart Metering Systems [J].
Erkin, Zekeriya ;
Ramon Troncoso-Pastoriza, Juan ;
Lagendijk, R. L. ;
Perez-Gonzalez, Fernando .
IEEE SIGNAL PROCESSING MAGAZINE, 2013, 30 (02) :75-86
[7]   Privacy-Enhanced Data Aggregation Scheme Against Internal Attackers in Smart Grid [J].
Fan, Chun-I ;
Huang, Shi-Yuan ;
Lai, Yih-Loong .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2014, 10 (01) :666-675
[8]  
Gai Keke., IEEE T IND INFORM
[9]   Game Theoretic Analysis of Multiparty Access Control in Online Social Networks [J].
Hu, Hongxin ;
Ahn, Gail-Joon ;
Zhao, Ziming ;
Yang, Dejun .
PROCEEDINGS OF THE 19TH ACM SYMPOSIUM ON ACCESS CONTROL MODELS AND TECHNOLOGIES (SACMAT'14), 2014, :93-102
[10]   Security and Privacy Preservation Scheme of Face Identification and Resolution Framework Using Fog Computing in Internet of Things [J].
Hu, Pengfei ;
Ning, Huansheng ;
Qiu, Tie ;
Song, Houbing ;
Wang, Yanna ;
Yao, Xuanxia .
IEEE INTERNET OF THINGS JOURNAL, 2017, 4 (05) :1143-1155