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
  • [1] A Confidentiality-based data Classification-as-a-Service (C2aaS) for cloud security
    Ali, Munwar
    Jung, Low Tang
    Sodhro, Ali Hassan
    Laghari, Asif Ali
    Belhaouari, Samir Birahim
    Gillani, Zeeshan
    ALEXANDRIA ENGINEERING JOURNAL, 2023, 64 : 749 - 760
  • [2] Efficient Cloud Storage Confidentiality to Ensure Data Security
    Arockiam, L.
    Monikandan, S.
    2014 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI), 2014,
  • [3] A Security Method for Cloud Storage Using Data Classification
    Arki, Oussama
    Zitouni, Abdelhafid
    Djoudi, Mahieddine
    INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING, 2023, 15 (01)
  • [4] Scalable Security Based on Data Classification Using Generalized RSA in Cloud Storage
    Khalique, Aqeel
    Hussain, Imran
    Alam, M. Afshar
    Khan, Tabrej A.
    PROCEEDINGS OF ICETIT 2019: EMERGING TRENDS IN INFORMATION TECHNOLOGY, 2020, 605 : 973 - 983
  • [5] A NEURAL DATA SECURITY MODEL: ENSURE HIGH CONFIDENTIALITY AND SECURITY IN CLOUD DATA STORAGE ENVIRONMENT
    Jegadeeswari, S.
    Dinadayalan, P.
    Gnanambigai, N.
    2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 400 - 406
  • [6] Data Security and Confidentiality in Public Cloud Storage by Extended QP Protocol
    Priya, K.
    ArokiaRenjit, J.
    2017 INTERNATIONAL CONFERENCE ON COMPUTATION OF POWER, ENERGY INFORMATION AND COMMUNICATION (ICCPEIC), 2017, : 235 - 240
  • [7] A Classification Based Approach For Data Confidentiality in Cloud Environment
    Kour, Rasmeet
    Koul, Suparti
    Kour, Manpreet
    2017 INTERNATIONAL CONFERENCE ON NEXT GENERATION COMPUTING AND INFORMATION SYSTEMS (ICNGCIS), 2017, : 13 - 18
  • [8] Confidentiality and Storage of Data in Cloud Environment
    Mohit, Prerna
    Biswas, G. P.
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON FRONTIERS IN INTELLIGENT COMPUTING: THEORY AND APPLICATIONS, (FICTA 2016), VOL 2, 2017, 516 : 289 - 295
  • [9] Confidentiality Technique to Obfuscate the Numerical Data to Enhance Security in Public Cloud Storage
    Oli, S. Arul
    Arockiam, L.
    2017 INTERNATIONAL CONFERENCE ON ALGORITHMS, METHODOLOGY, MODELS AND APPLICATIONS IN EMERGING TECHNOLOGIES (ICAMMAET), 2017,
  • [10] Shamir's Key based Confidentiality on Cloud Data Storage
    Kamalraj, D.
    Balamurugan, B.
    Jegadeeswari, S.
    Sugumaran, M.
    2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 418 - 423