Anonymous Privacy-Preserving Scheme for Big Data Over the Cloud

被引：0
|
作者：
Al-Odat, Zeyad A. [1 ]
Khan, Samee U. [1 ]
机构：
[1] North Dakota State Univ, Dept Elect & Comp Engn, Fargo, ND 58105 USA
来源：
2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA) | 2019年
基金：
美国国家科学基金会;
关键词：
Cloud; Privacy; Security; MapReduce; Big Data;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper introduces an anonymous privacy preserving scheme for big data over the cloud. The proposed design helps to enhance the encryption/decryption time of big data by utilizing the MapReduce framework. The Hadoop distributed file system and the secure hash algorithm are employed to provide the anonymity, security and efficiency requirements for the proposed scheme. The experimental results show a significant enhancement in the computational time of data encryption and decryption.
引用
收藏
页码：5711 / 5717
页数：7
相关论文
共 50 条
  • [1] Privacy-Preserving Access to Big Data in the Cloud
    Li, Peng
    Guo, Song
    Miyazaki, Toshiaki
    Xie, Miao
    Hu, Jiankun
    Zhuang, Weihua
    IEEE CLOUD COMPUTING, 2016, 3 (05): : 34 - 42
  • [2] Privacy-preserving data sharing scheme over cloud for social applications
    Lyu, Chen
    Sun, Shi-Feng
    Zhang, Yuanyuan
    Pande, Amit
    Lu, Haining
    Gu, Dawu
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2016, 74 : 44 - 55
  • [3] Privacy-preserving certificateless provable data possession scheme for big data storage on cloud
    He, Debiao
    Kumar, Neeraj
    Wang, Huaqun
    Wang, Lina
    Choo, Kim-Kwang Raymond
    APPLIED MATHEMATICS AND COMPUTATION, 2017, 314 : 31 - 43
  • [4] Anonymous and Privacy-Preserving Federated Learning With Industrial Big Data
    Zhao, Bin
    Fan, Kai
    Yang, Kan
    Wang, Zilong
    Li, Hui
    Yang, Yintang
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (09) : 6314 - 6323
  • [5] Privacy-Preserving Deep Learning on Big Data in Cloud
    Fan, Yongkai
    Zhang, Wanyu
    Bai, Jianrong
    Lei, Xia
    Li, Kuanching
    CHINA COMMUNICATIONS, 2023, 20 (11) : 176 - 186
  • [6] Privacy-Preserving Deep Learning on Big Data in Cloud
    Yongkai Fan
    Wanyu Zhang
    Jianrong Bai
    Xia Lei
    Kuanching Li
    China Communications, 2023, 20 (11) : 176 - 186
  • [7] A Privacy-Preserving Hybrid Cooperative Searching Scheme over Outsourced Cloud Data
    Zhang, Qiang
    Liu, Qin
    Wang, Guojun
    SECURITY, PRIVACY, AND ANONYMITY IN COMPUTATION, COMMUNICATION, AND STORAGE, 2016, 10066 : 265 - 278
  • [8] Privacy-preserving certificateless provable data possession scheme for big data storage on cloud, revisited
    Ji, Yanyan
    Shao, Bilin
    Chang, Jinyong
    Bian, Genqing
    APPLIED MATHEMATICS AND COMPUTATION, 2020, 386
  • [9] A Privacy-preserving Fuzzy Keyword Search Scheme over Encrypted Cloud Data
    Wang, Dongsheng
    Fu, Shaojing
    Xu, Ming
    2013 IEEE FIFTH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM), VOL 1, 2013, : 663 - 670
  • [10] Load Balancing for Privacy-Preserving Access to Big Data in Cloud
    Li, Peng
    Guo, Song
    2014 IEEE CONFERENCE ON COMPUTER COMMUNICATIONS WORKSHOPS (INFOCOM WKSHPS), 2014, : 524 - 528
12345