Data Security Optimization at Cloud Storage using Confidentiality-based Data Classification

被引:0
|
作者
Sudarsa, Dorababu [1 ]
Rao, A. Nagaraja [2 ]
Sivakumar, A. P. [3 ]
机构
[1] JNT Univ, Dept Comp Sci & Engn, Ananthapuramu, Andhra Pradesh, India
[2] VIT, Sch Comp Sci & Engn SCOPE, Dept Computat Intelligence, Vellore, Tamil Nadu, India
[3] JNTUA Coll Engn, Dept Comp Sci & Engn, Ananthapuramu, Andhra Pradesh, India
关键词
Cloud storage; data privacy; data security; data classification; degree of confidentiality;
D O I
10.14569/IJACSA.2024.0150570
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Data is the most assets for any organization, stored either in individual systems, server, or cloud platform. Cloud, one of the trending storage systems being adapted now a day is the state-of-the-art of the advanced technology. The major concern with this technological growth is privacy and security of data. Hoisting of data in this platform must be with privacy and security. Hence, there is an urge for service that provides security associated with data to the stake holders. Though the existing security for the data is provided at different levels incurred high cost in terms of processing time. This research aims at providing novel classification-based security algorithm (CBSA) composed with confidential-based classification and encryption with low cost. The confidential-based classification classifies the data into three different levels based on its degree of confidentiality; confidential-based encryption applies a suitable and proportional security mechanism dynamically to each of the levels of data. Thus, the data security process will become optimal and cost effective. The proposed algorithm has outperformed the existing algorithms in terms of processing time and entropy. The processing time and entropy of proposed algorithm has improved by 10%.
引用
收藏
页码:699 / 709
页数:11
相关论文
共 50 条
  • [21] Classification of File Data Based on Confidentiality in Cloud Computing using K-NN Classifier
    Zardari, Munwar Ali
    Jung, Low Tang
    INTERNATIONAL JOURNAL OF BUSINESS ANALYTICS, 2016, 3 (02) : 61 - 78
  • [22] CCSC—DHKEP: Data Confidentiality Using Improved Security Approaches in Cloud Environment
    L. Prabahar
    R. Sukumar
    R. SureshBabu
    Wireless Personal Communications, 2022, 122 : 3633 - 3647
  • [23] Data Security Enhancement in Public Cloud Storage using Data Obfuscation and Steganography
    Amalarethinam, D. I. George
    FathimaMary, B.
    2017 2ND WORLD CONGRESS ON COMPUTING AND COMMUNICATION TECHNOLOGIES (WCCCT), 2017, : 181 - 184
  • [24] PDDS - Improving Cloud Data Storage Security Using Data Partitioning Technique
    Selvakumar, C.
    Rathanam, G. Jeeva
    Sumalatha, M. R.
    PROCEEDINGS OF THE 2013 3RD IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2013, : 7 - 11
  • [25] Data Security and Privacy in Cloud Storage
    Xinhua Dong
    Ruixuan Li
    Wanwan Zhou
    Dongjie Liao
    Shuoyi Zhao
    ZTECommunications, 2013, 11 (02) : 18 - 23
  • [26] On the Security of Cloud Data Storage and Sharing
    Zhou, Jianying
    SCC'14: PROCEEDINGS OF THE 2ND INTERNATIONAL WORKSHOP ON SECURITY IN CLOUD COMPUTING, 2014, : 1 - 1
  • [27] Research of Data Security in Cloud Storage
    Zhang, Wenjing
    Ma, Chuanlong
    Sha, Weichao
    Zhou, Qiaoyu
    PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE, 2015, : 858 - 861
  • [28] A Framework for Data Storage Security in Cloud
    Tyagi, Manoj
    Manoria, Manish
    Mishra, Bharat
    ADVANCES IN DATA AND INFORMATION SCIENCES, VOL 1, 2018, 38 : 263 - 272
  • [29] Enhancing data storage for cloud security
    Ellis F.
    Network Security, 2024, 2024 (02)
  • [30] Data confidentiality using fragmentation in cloud computing
    Hudic, Aleksandar
    Islam, Shareeful
    Kieseberg, Peter
    Rennert, Sylvi
    Weippl, Edgar R.
    INTERNATIONAL JOURNAL OF PERVASIVE COMPUTING AND COMMUNICATIONS, 2013, 9 (01) : 37 - +