Open Access   Article Go Back

A Survey on Data Security and Challenges

J. Bhattacharya1 , J. Mistri2 , R. Biswas3 , D. Dalui4 , D. Singh5 , P. Rakshit6 , S. Bhattacharyya7

Section:Survey Paper, Product Type: Journal Paper
Volume-08 , Issue-01 , Page no. 49-54, Feb-2020

Online published on Feb 28, 2020

Copyright © J. Bhattacharya, J. Mistri, R. Biswas, D. Dalui, D. Singh, P. Rakshit, S. Bhattacharyya . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

View this paper at   Google Scholar | DPI Digital Library

How to Cite this Paper

  • IEEE Citation
  • MLA Citation
  • APA Citation
  • BibTex Citation
  • RIS Citation

IEEE Style Citation: J. Bhattacharya, J. Mistri, R. Biswas, D. Dalui, D. Singh, P. Rakshit, S. Bhattacharyya, “A Survey on Data Security and Challenges,” International Journal of Computer Sciences and Engineering, Vol.08, Issue.01, pp.49-54, 2020.

MLA Style Citation: J. Bhattacharya, J. Mistri, R. Biswas, D. Dalui, D. Singh, P. Rakshit, S. Bhattacharyya "A Survey on Data Security and Challenges." International Journal of Computer Sciences and Engineering 08.01 (2020): 49-54.

APA Style Citation: J. Bhattacharya, J. Mistri, R. Biswas, D. Dalui, D. Singh, P. Rakshit, S. Bhattacharyya, (2020). A Survey on Data Security and Challenges. International Journal of Computer Sciences and Engineering, 08(01), 49-54.

BibTex Style Citation:
@article{Bhattacharya_2020,
author = {J. Bhattacharya, J. Mistri, R. Biswas, D. Dalui, D. Singh, P. Rakshit, S. Bhattacharyya},
title = {A Survey on Data Security and Challenges},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {2 2020},
volume = {08},
Issue = {01},
month = {2},
year = {2020},
issn = {2347-2693},
pages = {49-54},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=1399},
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=1399
TI - A Survey on Data Security and Challenges
T2 - International Journal of Computer Sciences and Engineering
AU - J. Bhattacharya, J. Mistri, R. Biswas, D. Dalui, D. Singh, P. Rakshit, S. Bhattacharyya
PY - 2020
DA - 2020/02/28
PB - IJCSE, Indore, INDIA
SP - 49-54
IS - 01
VL - 08
SN - 2347-2693
ER -

           

Abstract

Big Data has gained attention and become a hot topic in scientific and industrial fields. Big data refers to large amount of data which is difficult to store and process by using traditional data processing application. The digitization of our day to day activities generated petabyte and exabyte of data. The data coming from heterogeneous sources and maximum data is residing in unstructured way. So, Dealing with this enormous data many challenges occur and security issue is one of them. Some other big data challenges are – dealing with huge volume of data, integrating heterogeneous data source, validating data etc. In this paper, we review different challenges and security issues in big data environments.

Key-Words / Index Term

Big data, Challenges, Security, privacy, volume, velocity, veracity, variety, value, exabyte, petabyte

References

[1] Alice Joseph ,Prof. Mathew Cherian, “The Quest For Privacy And Security In Various Bigdata Applications: A Study” International Journal Of Current Engineering And Scientific Research , VOLUME-5, ISSUE-3, 2018, ISSN (PRINT): 2393-8374.
[2] Renu Bhandari, Vaibhav Hans and NeeluJyothi Ahuja, “Big Data Security – Challenges and Recommendations” International Journal of Computer Sciences and Engineering, Volume-4, Issue-1, E-ISSN: 2347-2693.
[3] SnehalataFunde, SurajKarale, LaxmanBharate, “Survey Of Big Data Security”,International Journal Of Current Engineering And Scientific Research, ISSN (PRINT): 2393-8374, (ONLINE): 2394-0697, VOLUME-5, ISSUE-2, 2018.
[4] Sanchita Gupta, AkashKataria, ShubhamRathore, Dharmendra Singh Rajput, “Information Security Issues In Big Data: Solution Using Ppdm (Privacy Preserving Data Mining)”, International Journal of Pharmacy & Technology, Dec-2016, Vol. 8, Issue No.4, 25551-25568.
[5] GetanehBerieTarekegn, YirgaYayehMunaye, “Big Data: Security Issues, Challenges And Future Scope”, International Journal of Computer Engineering & Technology (IJCET), Volume 7, Issue 4, July–Aug 2016, pp. 12–24, Article ID: IJCET_07_04_002.
[6] Anju Abraham, Shyma Kareem, “Security and Clustering Of Big Data in Map Reduce Framework:A Survey”,International Journal of Advance Research, Ideas and Innovations in Technology, Volume 4, Issue 1, ISSN: 2454-132X.
[7] Yuri Demchenko1, Canh Ngo1, Cees de Laat1, Peter Membrey, Daniil Gordijenko, “Big Security for Big Data: Addressing Security Challenges for the Big Data Infrastructure”.
[8] XiaolongJin, Benjamin W. Wah ,Xueqi Cheng , Yuanzhuo Wang , “Significance and Challenges of Big Data Research”, https://www.researchgate.net/publication/272946686.
[9] R.Kalaivani, “Security Perspectives on Deployment of Big Data using Cloud: A Survey”, International Journal of Advanced Networking & Applications (IJANA), Volume: 08, Issue: 05 Pages: 5-9 (2017) Special Issue.
[10] Trupti V. Pathrabe, “Survey on Security Issues of Growing Technology: Big Data”, IJIRST, National Conference on Latest Trends in Networking and Cyber Security, March 2017.
[11] Prof. Asha Patel, “A Survey Paper on Security Issue with Big Data on Association Rule Mining”, IJIRST, National Conference on Latest Trends in Networking and Cyber Security, March 2017, IJIRST/Conf/NCLTNCS/2017/025.
[12] TilwaniMashook, Patel Malay, Pooja Mehta, “Security and Privacy –A Big Concern in Big Data A Case Study on Tracking and Monitoring System”, IJIRST, National Conference on Latest Trends in Networking and Cyber Security, March 2017, IJIRST/Conf/NCLTNCS/2017/007.
[13] P.Joseph Charles, I.Carol, S.Mahalakshmi, “Big Data Security an Overview”, International Research Journal of Engineering and Technology (IRJET), Volume: 05 Issue: 02 | Feb-2018,
[14] Julio Moreno, Manuel A. Serrano and Eduardo Fernández-Medina, “Main Issues in Big Data Security”, Future Internet 2016, 8, 44.
[15] Mr. YannamApparao, Mrs. KadiyalaLaxminarayanamma Security Issue on “Secure Data Storage and Transaction Logs in Big Data “International Journal of Innovative Research in Computer Science & Technology (IJIRCST) ISSN: 2347-5552, Volume-3, Issue-3, May 2015.
[16] Alice Joseph,"Big Data Security And Privacy In Smart Industry" International Journal of Computer Engineering &Applications, Volume XII Issue III , March 18, ISSN 2321-3469.
[17] Mohammed S. Al-kahtani"Security and Privacy in Big Data” International Journal of Computer Engineering and Information Technology (IJCEIT), Volume 9, Issue 2, February 2017.
[18] RenuBhandari, Vaibhav Hans and NeeluJyothi Ahuja"Big Data Security – Challenges and Recommendations” International Journal of Computer Sciences and Engineering Vol.-4(1), PP (93-98) Jan 2016, E-ISSN: 2347-2693.
[19] Uthayasankar Sivarajah, Muhammad MustafaKamal, ZahirIrani,Vishanth Weerakkody "Critical analysis of Big Data challenges and analytical methods" Journal of Business Research70(2017)263–286.
[20] Snehalata Funde,Suraj Karale, Laxman Bharate "Survey Of Big Data Security” International Journal Of Current Engineering And Scientific Research, ISSN (PRINT): 2393-8374, (ONLINE): 2394-0697, VOLUME-5, ISSUE-2, 2018
[21] K.P.Maheswar, P.Ramya , S.Nirmala Devi "Study And Analyses Of Security Levels In Big Data And Cloud Computing"I nternational Conference On Recent Trends In Engineering Science, Humanity and Management, ISBN:978-93-86171-18-4
[22] Haina Ye,"A Survey of Security and Privacy in Big Data" Department of network optimization and management.
[23] .Jamal Raiyn "Introduction to Big Data Management Based on Agent Oriented Cyber Security" Journal of telecommunications and information technology (2017).
[24] EbrahimSahafizadeh, Mohammad Ali Nematbakhsh"A Survey on Security Issues in Big Data and NoSQL" ACSIJ Advances in Computer Science: an International Journal, Vol. 4, Issue 4, No.16 , July 2015 ISSN : 2322-5157
[25] .Lixiang Li, Kaoru Ota, Zonghua Zhang and Yuhong Liu "Security and Privacy Protection of Social Networks in Big Data Era" Mathematical problems in engineering, Volume 2018,Article ID 6872587, 2Pages [2108].
[26] Sanchita Gupta, AkashKataria, ShubhamRathore, Dharmendra Singh Rajput "Information Security Issues In Big Data: Solution Using Ppdm (Privacy Preserving Data Mining)" International Journal of Pharmacy & Technology ISSN:0975-766X
[27] Minit Arora, DrHimanshuBahuguna"Big Data Security – The Big Challenge" International Journal of Scientific & Engineering Research, Volume 7, Issue 12, December-2016399ISSN 2229-5518.
[28] Haval Mohammed Sidqi, "Big data analytics:survey paper" International Journal Of Latest Trends In Engineering And Technology, VOLUME 8 ISSUE 4-JULY 2017 e-ISSN:2278-621X
[29] https://www.scncoft.com/blog/big-data-challenges-and-their-solutions.