A Review on Big Data: Privacy and Security Challenges

被引：3

作者：

Goel, Parth ^{[1
]}

Patel, Radhika ^{[2
]}

Garg, Dweepna ^{[3
]}

Ganatra, Amit ^{[3
]}

机构：

[1] Charotar Univ Sci & Technol CHARUSAT, Devang Patel Inst Adv Technol & Res DEPSTAR, Dept Comp Sci & Engn, CHARUSAT Campus, Changa 388421, India

[2] Charotar Univ Sci & Technol CHARUSAT, Devang Patel Inst Adv Technol & Res DEPSTAR, Dept Informat Technol, CHARUSAT Campus, Changa 388421, India

[3] Charotar Univ Sci & Technol CHARUSAT, Devang Patel Inst Adv Technol & Res DEPSTAR, Dept Comp Engn, CHARUSAT Campus, Changa 388421, India

来源：

ICSPC'21: 2021 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICPSC) | 2021年

关键词：

Big data; security; privacy; privacy-preserving; risk analysis; NOISE;

D O I：

10.1109/ICSPC51351.2021.9451749

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In the age of technological innovations, the amount of data is increasing to a great extent. With this, an increasing trend is observed in the field of big data in industries as well as science. The scientific and industrial values of big data are growing high up to large magnitude. The technology of big data can be derived in many applications, but the main concern is the issue of security as well as privacy of data. This paper discusses the dimensions of big data and surveys the current research carried out on security as well as privacy of big data. The issues and the factors affecting the security are discussed. Furthermore, privacy-preserving approaches are also discussed and elaborated.

引用

页码：705 / 709

页数：5

共 50 条

[1] 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):
[2] Security and Privacy Challenges in Big Data
Wadhwa, Bhawna
Tomar, Parul
[J]. PROCEEDINGS OF THIRD DOCTORAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE, DOSCI 2022, 2023, 479 : 821 - 837
[3] Big Data Analytics: Security and Privacy Challenges
Gahi, Youssef
Guennoun, Mouhcine
Mouftah, Hussein T.
[J]. 2016 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2016, : 952 - 957
[4] Big Data Analytics for Security and Privacy Challenges
Mishra, Aditya Dev
Singh, Youddha Beer
[J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION AND AUTOMATION (ICCCA), 2016, : 50 - 53
[5] Big Data security and privacy: A review
Bardi, Matturdi
Zhou Xianwei
Li Shuai
Lin Fuhong
[J]. CHINA COMMUNICATIONS, 2014, 11 (02) : 135 - 145
[6] Research Challenges at the Intersection of Big Data, Security and Privacy
Kantarcioglu, Murat
Ferrari, Elena
[J]. FRONTIERS IN BIG DATA, 2019, 2
[7] Security and Privacy in Big Data: Challenges and Formal Methods
Han, Jinguang
Rahulamathavan, Yogachandran
Susilo, Willy
[J]. INTERNATIONAL JOURNAL OF FOUNDATIONS OF COMPUTER SCIENCE, 2017, 28 (06) : 641 - 643
[8] Top Ten Challenges in Big Data Security and Privacy
Murthy, Praveen K.
[J]. 2014 IEEE INTERNATIONAL TEST CONFERENCE (ITC), 2014,
[9] 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
[10] 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

← 1 2 3 4 5 →