Abstract
Cloud computing is boon in technology field which provide on-demand services in IT domain. Security and authentication threats are challenges associated with storage and access of data in cloud environment. Authentication in cloud computing is a major concern with the increase in cloud user base. The authentication schemes in cloud computing are based on hash function, biometric, logic functions to keep the data in secure and safe manner. This paper compares the different methods of authentication schemes in terms of complexity and the strength to prevent attacks and proposes a new improved method using sparse matrix approach performing better than simple matrix approach. Our method improves the usability of full matrix approach converting it to sparse matrix to authenticate client for use of cloud service.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Yang, J., Chen, Z.: Cloud computing research and security issues. In: 2010 International Conference on Computational Intelligence and Software Engineering (CISE), Wuhan (2010)
Chow, R., Jocobsson, M., Masuoka, R., Molina, J., Niu, Y., Shi, E., Song, Z.: Authentication in the clouds, a framework and its application to mobile users. In: CSSW10, Chicago, Illinois, USA, 8 October 2010 (2010)
Celesti, A., Tusa, F., Villari, M., Puliafito, A.: Security and cloud computing: inter cloud identity management infrastructure. In: 19th IEEE International Workshop on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE) (2010)
Lee, S., Ong, I., Lim, H.T., Lee, H.J.: Two factor authentication for cloud computing. Int. J. KIMICS 8, 427 (2010)
Nayak, S.K., Mohapatra, S., Majhi, B.: An improved mutual authentication framework for cloud computing. Int. J. Comput. Appl. 52(5) (2012)
Zhi-hua, Z., Jian-jun, L., Wei, J., Bei, Z.Y.G: A new anonymous authentication scheme for cloud computing. In: The 7th International Conference on Computer Science & Education (ICCSE 2012), 14–17 July 2012 (2012)
Gonzalez, N.M., Rojas, M.A.T., da Silva, M.V.M., RedÃgolo, F.: A framework for authentication and authorization credentials in cloud computing. In: 12th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (2013)
Banyal, R.K., Jain, P., Jain, V.K.: Multi-factor authentication framework for cloud computing. In: Fifth International Conference on Computational Intelligence, Modeling and Simulation. IEEE (2013)
Han, S., Xing, J.: Ensuring data storage security through a novel third party auditor scheme in cloud computing. IEEE CCIS (2011)
Revar, A.G., Bhavsar, M.D.: Securing user authentication using single sign-on in cloud computing. In: International Conference on Engineering (NUiCONE) (2011)
Le, Z., Xiong, N., Yang, B, Zhou, Y.: SC-OA: a secure and efficient scheme for origin authentication of inter domain routing in cloud computing networks. In: IEEE International Parallel & Distributed Processing Symposium (2011)
Zhu, H.-H., He, Q.-H., Zhu, H.-H., Tang, H., Cao, W.-H.: Voiceprint-biometric template design and authentication based on cloud computing security. In: IEEE International Conference on Cloud and Service Computing (2011)
Wang, P., Ku, C.C., Wang, T.C.: A New Fingerprint Authentication Scheme Based on Secret-Splitting for Enhanced Cloud Security (2011)
Pawle, A.A., Pawar, V.P.: Face recognition system (FRS) on cloud computing for user authentication. Int. J. Soft Comput. Eng. (IJSCE) 3(4) (2013)
Javaid, Z., Ijaz, I.: Secure user authentication in cloud computing. In: 5th International Conference on Information & Communication Technologies (ICICT) (2013)
Islam, Md.R.: Collaborative swarm intelligence based trusted computing. In: IEEE/OSA/IAPR International Conference on Informatics, Electronics and Vision (2012)
Singh, S.: Secured user’s authentication and private data storage access scheme in cloud computing using elliptic curve cryptography. In: 22nd International Conference on Computing for Sustainable Global Development (INDIACom) (2015)
Yassin, A.A., Hussain, A.A., Mutlaq, K.A.-A.: Cloud authentication based on encryption of digital image using edge detection. In: International Symposium on Artificial Intelligence and signal Processing (AISP) (2015)
Maxwell, J.C.: A Treatise on Electricity and Magnetism, vol. 2, 3rd edn, pp. 68–73. Clarendon, Oxford (1892)
Manuel, P.D., Selvi, S.T., Ibrahim, M., Barr, A.-E.: Trust Management System for Grid and Cloud Resources. Research grant by Kuwait University, IEEE (2009)
Park, K.-W., Park, S.K., Han, J., Park, K.H.: THEMIS: towards mutually verifiable billing transactions in the cloud computing environment. In: IEEE 3rd International Conference on Cloud Computing (2010)
Squicciarini, A., Sundareswaran, S., Lin, D.: Preventing information leakage from indexing in the cloud. In: IEEE 3rd International Conference on Cloud Computing (2010)
Shamshirband, S., Patel, A., Anuar, N.B., Kiah, L.M., Abraham, A.: Cooperative game theoretic approach using fuzzy q-learning for detecting and preventing intrusions in wireless sensor networks. Eng. Appl. Artif. Intell. 32, 228–241 (2014)
Tiwari, A., Sanyal, S., Abraham, A., Knapskog, S.J., Sanyal, S.: A multifactor security protocol for wireless payment-secure web authentication using mobile devices. In: Guimaraes, N., Isaias, P. (eds.) International Conference on Applied Computing 2007, Salamanca, Spain, pp. 160–167 (2007). ISBN 978-972-8924-30-0
Eid, H., Darwish, A., Hassanien, A.E., Abraham, A.: Principle components analysis and support vector machine based intrusion detection system. In: Tenth International Conference on Intelligent Systems Design and Applications (ISDA 10), pp. 363–367. IEEE, USA (2010). ISBN 978-1-4244-8136-1
Haslum, K., Abraham, A., Knapskog, S.: DIPS: a framework for distributed intrusion prediction and prevention using hidden Markov Models and online fuzzy risk assessment. In: Third International Symposium on Information Assurance and Security, pp. 183–188. IEEE Computer Society press, USA (2007). ISBN 0-7695-2876-7
Panda, M., Abraham, A., Patra, M.: Discriminative multinomial Naive Bayes for network intrusion detection. In: Sixth International Conference on Information Assurance and Security (IAS), USA, pp. 122–127. IEEE (2010). ISBN 978-1-4244-7408-0
Huang, H.C., Chen, Y.H., Abraham, A.: Optimized watermarking with swarm-based bacterial foraging. J. Inf. Hiding Multimed. Sig. Process. 1(1), 51–58 (2010)
Herrero, A., Corchado, E., Pellicer, M., Abraham, A.: MOVIH-IDS: a mobile-visualization hybrid intrusion detection system. Neurocomputing J. 72(13–15), 2775–2784 (2009)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Meena, S., Kapur, S., Dhobal, V.C., Sethi, S.K. (2020). Authentication Scheme Using Sparse Matrix in Cloud Computing. In: Abraham, A., Cherukuri, A.K., Melin, P., Gandhi, N. (eds) Intelligent Systems Design and Applications. ISDA 2018 2018. Advances in Intelligent Systems and Computing, vol 940. Springer, Cham. https://doi.org/10.1007/978-3-030-16657-1_5
Download citation
DOI: https://doi.org/10.1007/978-3-030-16657-1_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-16656-4
Online ISBN: 978-3-030-16657-1
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)