Secure and Efficient Data Storage Operations by Using Intelligent Classification Technique and RSA Algorithm in IoT-Based Cloud Computing

被引:8
|
作者
Sajid, Faiqa [1 ]
Hassan, Muhammad Abul [2 ]
Khan, Ayaz Ali [3 ]
Rizwan, Muhammad [1 ,4 ]
Kryvinska, Natalia [5 ]
Vincent, Karovic [5 ]
Khan, Inam Ullah [6 ]
机构
[1] Kinnaird Coll Women, Dept Comp Sci, Lahore 54000, Pakistan
[2] Abasyn Univ, Dept Comp & Technol, Peshawar 25000, Pakistan
[3] Univ Lakki Marwat, Dept Comp Sci, Lakki Marwat, Pakistan
[4] Univ Warwick, Secure Cyber Syst Res Grp, WMG, Coventry CV4 7AL, England
[5] Fac Management Comenius Univ Bratislava, Informat Syst Dept, Odbojarov 10, Bratislava 82005, Slovakia
[6] Isra Univ, Sch Engn & Appl Sci, Dept Elect Engn, Islamabad, Pakistan
关键词
NETWORK;
D O I
10.1155/2022/2195646
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In mobile cloud services, smartphones may depend on IoT-based cloud infrastructure and information storage tools to conduct technical errands, such as quest, information processing, and combined networks. In addition to traditional finding institutions, the smart IoT-cloud often upgrades the normal impromptu structure by treating mobile devices as corporate hubs, e.g., by identifying institutions. This has many benefits from the start, with several significant problems to be overcome in order to enhance the unwavering consistency of the cloud environment while Internet of things connects and improves decision support system of the entire network. In fact, similar issues apply to monitor loading, resistance, and other security risks in the cloud state. Right now, we are looking at changed arrangement procedures in MATLAB utilizing cardiovascular failure information and afterward protecting that information with the assistance of RSA calculation in mobile cloud. The calculations tried are SVM, RF, DT, NB, and KNN. In the outcome, the order strategies that have the best exactness result to test respiratory failure information will be recommended for use for enormous scope information. Instead, the collected data will be transferred to the mobile cloud for preservation using the RSA encryption algorithm.
引用
收藏
页数:10
相关论文
共 50 条
  • [11] A Secure Authentication and Key Agreement Scheme for IoT-Based Cloud Computing Environment
    Yu, Yicheng
    Hu, Liang
    Chu, Jianfeng
    [J]. SYMMETRY-BASEL, 2020, 12 (01):
  • [12] Optimized data storage algorithm of IoT based on cloud computing in distributed system
    Wang, Mingzhe
    Zhang, Qiuliang
    [J]. COMPUTER COMMUNICATIONS, 2020, 157 : 124 - 131
  • [13] K-RSA: Secure data storage technique for multimedia in cloud data server
    Sinha, Keshav
    Priya, Annu
    Paul, Partha
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (03) : 3297 - 3314
  • [14] Secure Data Storage and Searching for Industrial IoT by Integrating Fog Computing and Cloud Computing
    Fu, Jun-Song
    Liu, Yun
    Chao, Han-Chieh
    Bhargava, Bharat K.
    Zhang, Zhen-Jiang
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (10) : 4519 - 4528
  • [15] Scalable Security Based on Data Classification Using Generalized RSA in Cloud Storage
    Khalique, Aqeel
    Hussain, Imran
    Alam, M. Afshar
    Khan, Tabrej A.
    [J]. PROCEEDINGS OF ICETIT 2019: EMERGING TRENDS IN INFORMATION TECHNOLOGY, 2020, 605 : 973 - 983
  • [16] A Secure Cloud Computing Model based on Data Classification
    Tawalbeh, Lo'ai
    Darwazeh, Nour S.
    Al-Qassas, Raad S.
    AlDosari, Fahd
    [J]. 6TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2015), THE 5TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2015), 2015, 52 : 1153 - 1158
  • [17] A Secure IoT-Based Power Plant Control using RSA and DES Encryption Techniques in Data Link Layer
    Hussain, Iqra
    Negi, Mukesh Chandra
    Pandey, Nitin
    [J]. 2017 INTERNATIONAL CONFERENCE ON INFOCOM TECHNOLOGIES AND UNMANNED SYSTEMS (TRENDS AND FUTURE DIRECTIONS) (ICTUS), 2017, : 464 - 470
  • [18] An Efficient Paillier Cryptographic Technique for Secure Data Storage on the Cloud
    Pallavi
    Joshi, Sandeep
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 145 - 149
  • [19] Secure Data Storage Operations with Verifiable Outsourced Decryption for Mobile Cloud Computing
    Yadav, Harsh
    Dave, Mayank
    [J]. 2014 RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2014,
  • [20] An Efficient and Secure Dynamic Auditing Protocol for Data Storage in Cloud Computing
    Yang, Kan
    Jia, Xiaohua
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2013, 24 (09) : 1717 - 1726