Secure File/Data Transfer Between Airgap Network

Authors

  • Arathi Navaneeth  UG Scholar, New Horizon College of Engineering, Bangalore, Karnataka, India
  • Vignesh P P  UG Scholar, New Horizon College of Engineering, Bangalore, Karnataka, India
  • Sreehari N R  UG Scholar, New Horizon College of Engineering, Bangalore, Karnataka, India
  • K. Pramilarani  Assistant Professor, New Horizon College of Engineering, Bangalore, Karnataka, India

DOI:

https://doi.org//10.32628/IJSRSET21843

Keywords:

KNN, RSA, MCC, Cloud Computing, Quality of Service Issue

Abstract

Wireless Data communication is fastest growing technology era in which the research society has recently embarked. Today, Computer data can include financial transactions such as electronic payments, M- wallets and sensitive multimedia contents. The explosive volumes of computer devices personal data, bring-up more attention to securely data storage rather than consideration on data privacy and confidentiality levels. In this scenario Air Gap Data Communication, Machine Leaning (ML) and image processing brings an important role in the electronic data management. It is always expensive and hard to manage the data manually without adopting machine learning and image processing techniques using metadata. The contribution of this research article is to demonstrate a securing computer data storage secrecy and privacy in cloud communication framework in terms of automatic data classification using computer training datasets with help of Training dataset which classifies the data based on the confidentiality level of the record with higher accuracy and powerful timelines as compared to the traditional KNN algorithms and RSA algorithm securing such confidential data category afterwards by applying various existing cryptographic solutions to assuring data privacy, confidentiality levels and alerting the use of abusive contents and simulation results demonstrates that reducing the overall cost. Training dataset which classifies the data based on the confidentiality level of the record with higher accuracy and powerful timelines as compared to the traditional KNN algorithms and RSA algorithm securing such confidential data category.

References

  1. Mordechai Guri, Gabi Kedma and Assaf Kachlon, "AirHopper: Bridging the air-gap between isolated networks and mobile phones using radio frequencies" in Electronic, IEEE, Oct. 2014, ISBN 978-1-4799-7329-3.
  2. Anunaya Inani , Manoj Singh Ravish Saxena A Secure Mobile Cloud Computing Framework Based on Data Classification Using Asymmetric Key Cryptography Elsevier SSRN ICToCT 2018
  3. Lo’ai Tawalbeh1,*, Nour S. Darwazeh2, Raad S. Al-Qassas2 and Fahd AlDosari1 : A Secure Cloud Computing Model based on Data Classification. First International Workshop on Mobile Cloud Computing Systems, Management, and Security (MCSMS-2015.
  4. Hoang T. Dinh, Chonho Lee, Dusit Niyato* and Ping Wang : A survey of mobile cloud computing: architecture, applications, and approaches School of Computer Engineering, Nanyang Technological University (NTU), Singapore Wireless. Communication. Mobile. Computing. 2013; 13:1587–1611 © 2011 John Wiley & Sons, Ltd. DOI: 10.1002/wcm
  5. Weiguang SONG, Xiaolong SU, Review of Mobile cloud computing DCST CUMT City XuZhou, JiangSu, China IEEE©2011 978-1- 61284-486-2/111
  6. Ogigau-Neamtiu F. Cloud Computing Security Issues. Journal of Defense Resources Management 2012; 3(2):141-148.
  7. Mazhar Ali , Samee U. Khan a, Athanasios V. Vasilakos bSecurity in cloud computing: Opportunities and challenges Information Sciences 305 (2015) 357–3830020-0255/ Elsevier2015
  8. Wu J, Ping L, Ge X, Wang Y, Fu J. Cloud Storage as the Infrastructure of Cloud Computing. International Conference on Intelligent Computing and Cognitive Informatics (ICICCI), 22-23 June 2010; 380-383
  9. Kotsiantis, S.B., Zaharakis, I.D., Pintelas, P.E., Machine learning: a review of classification and combining techniques, Artif Intell Rev, pp. 159-190 (2006).
  10. Jain, A,K., Murty, M.N., Flynn, P., Data Clustering: a review, ACM Computer Surveys vol. 31, 264-323 (1999).

Downloads

Published

2021-08-30

Issue

Section

Research Articles

How to Cite

[1]
Arathi Navaneeth, Vignesh P P, Sreehari N R, K. Pramilarani, " Secure File/Data Transfer Between Airgap Network, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 8, Issue 4, pp.149-155, July-August-2021. Available at doi : https://doi.org/10.32628/IJSRSET21843