Privacy Preserving Techniques for Big Data: A Survey

被引：0
|
作者：
Patel, Kajol [1 ]
Jethava, G. B. [2 ]
机构：
[1] Parul Inst Engn & Technol, Dept Informat Technol, Vadodaara, Gujarat, India
[2] Parul Inst Technol, Dept Informat Technol, Vadodara, Gujarat, India
来源：
PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT) | 2018年
关键词：
Big data; Data Privacy; Anonymization; Differential Privacy; Notice and Consent;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
big data has bring continues an rising in the word of data analytics. Big data contain very large data set and complex data structure. Traditional data model divided in the set of attributes like sensitive, quasi identifiers and non-sensitive attribute. Therefore, it is difficult in unstructured data to identified sensitive and quasi identifiers. Big data contain personal information that have privacy could be a main security anxiety. There are three privacy preservation methods: Anonymization, Differential privacy, Data and consent.
引用
收藏
页码：194 / 199
页数：6
相关论文
共 50 条
  • [1] A Survey of Big Data Security and Privacy Preserving
    Fang, Wei
    Wen, Xue Zhi
    Zheng, Yu
    Zhou, Ming
    IETE TECHNICAL REVIEW, 2017, 34 (05) : 544 - 560
  • [2] Techniques for Privacy Preserving Data Sharing: A Survey
    Nivetha, P. R.
    Selvi, Thamarai K.
    2014 INTERNATIONAL CONFERENCE ON GREEN COMPUTING COMMUNICATION AND ELECTRICAL ENGINEERING (ICGCCEE), 2014,
  • [3] Privacy-preserving multidimensional big data analytics models, methods and techniques: A comprehensive survey
    Cuzzocrea, Alfredo
    Soufargi, Selim
    EXPERT SYSTEMS WITH APPLICATIONS, 2025, 270
  • [4] Privacy Preserving Data Mining Techniques-Survey
    Dhanalakshmi, M.
    Sankari, Siva E.
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [5] A Survey on Privacy Preserving Data Mining Approaches and Techniques
    Siraj, Maheyzah Md
    Rahmat, Nurul Adibah
    Din, Mazura Mat
    2019 8TH INTERNATIONAL CONFERENCE ON SOFTWARE AND COMPUTER APPLICATIONS (ICSCA 2019), 2019, : 65 - 69
  • [6] Privacy-preserving big data analytics - A comprehensive survey
    Tran, Hong-Yen
    Hu, Jiankun
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2019, 134 : 207 - 218
  • [7] Preserving privacy in big data: A survey from the cryptographic perspective
    Huang, Liu-Sheng
    Tian, Miao-Miao
    Huang, He
    Ruan Jian Xue Bao/Journal of Software, 2015, 26 (04): : 945 - 959
  • [8] Privacy preservation techniques in big data analytics: a survey
    Rao, P. Ram Mohan
    Krishna, S. Murali
    Kumar, A. P. Siva
    JOURNAL OF BIG DATA, 2018, 5 (01)
  • [9] Privacy-preserving techniques of genomic data-a survey
    Al Aziz, Md Momin
    Sadat, Md Nazmus
    Alhadidi, Dima
    Wang, Shuang
    Jiang, Xiaoqian
    Brown, Cheryl L.
    Mohammed, Noman
    BRIEFINGS IN BIOINFORMATICS, 2019, 20 (03) : 887 - 895
  • [10] A survey on genomic data by privacy-preserving techniques perspective
    Abinaya, B.
    Santhi, S.
    COMPUTATIONAL BIOLOGY AND CHEMISTRY, 2021, 93
12345