Security and Privacy in Big Data Lifetime: A Review

被引：4
|
作者：
Chen, Hanlu [1 ]
Yan, Zheng [1 ,2 ]
机构：
[1] Xidian Univ, State Key Lab Integrated Serv Networks, Sch Cyber Engn, Xian 710071, Peoples R China
[2] Aalto Univ, Dept Commun & Networking, Espoo 02150, Finland
来源：
SECURITY, PRIVACY AND ANONYMITY IN COMPUTATION, COMMUNICATION AND STORAGE, (SPACCS 2016) | 2016年 / 0067卷
关键词：
Big data; Big data security; Big data privacy; Cloud computing; Secure Multi-party computation (SMC); Homomorphic encryption; COMPUTATION; STORAGE;
D O I：
10.1007/978-3-319-49145-5_1
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Due to the fast growth of emerging information technologies such as Internet of Things (IoT), cloud computing, Internet services, and social networking, an increasing interest in big data security and privacy is aroused. An entire lifetime of big data contains four phases: big data collection; transmission; processing and analytics; storage and management. However, the five salient features of big data: volume, variety, velocity, value, and veracity bring great challenges on protecting big data security and privacy during its whole lifetime. In this paper, we survey schemes and techniques that are applied to ensure big data security and privacy. Based on the literature review, we discuss open challenges and issues in this research area towards comprehensive protection on big data security and privacy in its lifetime.
引用
收藏
页码：3 / 15
页数：13
相关论文
共 50 条
  • [1] Big Data security and privacy: A review
    Bardi, Matturdi
    Zhou Xianwei
    Li Shuai
    Lin Fuhong
    [J]. CHINA COMMUNICATIONS, 2014, 11 (02) : 135 - 145
  • [2] Security and Privacy Issues in Big Data: A Review
    Jadon, Priyanshu
    Mishra, Durgesh Kumar
    [J]. EMERGING TRENDS IN EXPERT APPLICATIONS AND SECURITY, 2019, 841 : 659 - 665
  • [3] Big Data Platform Privacy and Security, A Review
    Shahin, Dana
    Ennab, Hannen
    Saeed, Reham
    Alwidian, Jaber
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2019, 19 (05): : 24 - 35
  • [4] A Review on Big Data: Privacy and Security Challenges
    Goel, Parth
    Patel, Radhika
    Garg, Dweepna
    Ganatra, Amit
    [J]. ICSPC'21: 2021 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICPSC), 2021, : 705 - 709
  • [5] Big Data Security and Privacy Concerns: A Review
    Khanan, Akbar
    Abdullah, Salwani
    Mohamed, Abdul Hakim H. M.
    Mehmood, Amjad
    Ariffin, Khairul Akram Zainol
    [J]. SMART TECHNOLOGIES AND INNOVATION FOR A SUSTAINABLE FUTURE, 2019, : 55 - 61
  • [6] Big data security and privacy in healthcare: A Review
    Abouelmehdi, Karim
    Beni-Hssane, Abderrahim
    Khaloufi, Hayat
    Saadi, Mostafa
    [J]. 8TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2017) / 7TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2017) / AFFILIATED WORKSHOPS, 2017, 113 : 73 - 80
  • [7] Challenges and techniques in Big data security and privacy: A review
    Bao, Rongxin
    Chen, Zhikui
    Obaidat, Mohammad S.
    [J]. SECURITY AND PRIVACY, 2018, 1 (04):
  • [8] Security and Privacy for Big Data: A Systematic Literature Review
    Nelson, Boel
    Olovsson, Tomas
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2016, : 3693 - 3702
  • [9] A Review of Big Data Security and Privacy Protection Technology
    Lv, Denglong
    Zhu, Shibing
    Xu, Huazheng
    Liu, Ran
    [J]. 2018 IEEE 18TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2018, : 1082 - 1091
  • [10] Big Data Security and Privacy
    Bertino, Elisa
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2016, : 3 - 3
12345