ISSN 2394-5125
 

Research Article 


NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY

Dr.B.RADHA, D.SAKTHIVEL.

Abstract
The recent cloud based computer networks has created number of security challenges associated with intrusions in
network systems. The increase in the huge amount of network traffic data, involvement of humans in such
detection systems is time consuming and a non-trivial problem. The network traffic data is highly dimensional,
consisting of numerous features and attributes, making classification challenging and thus susceptible to the
dimensionality problem. The threats to the security of the company’s data and information is highly involved and
to be addressed. The data mining techniques and machine learning algorithms have evolved for securing cloud
databases and monitor the malicious activity and threats inside the networks. Therefore, this paper reviews the
various machine learning algorithms for securing cloud-based environment.

Key words: Cloud security, Hypervisor, Threats, Machine learning Algorithms


 
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Pubmed Style

Dr.B.RADHA, D.SAKTHIVEL. NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. JCR. 2020; 7(10): 2679-2683. doi:10.31838/jcr.07.10.442


Web Style

Dr.B.RADHA, D.SAKTHIVEL. NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. http://www.jcreview.com/?mno=128225 [Access: August 18, 2021]. doi:10.31838/jcr.07.10.442


AMA (American Medical Association) Style

Dr.B.RADHA, D.SAKTHIVEL. NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. JCR. 2020; 7(10): 2679-2683. doi:10.31838/jcr.07.10.442



Vancouver/ICMJE Style

Dr.B.RADHA, D.SAKTHIVEL. NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. JCR. (2020), [cited August 18, 2021]; 7(10): 2679-2683. doi:10.31838/jcr.07.10.442



Harvard Style

Dr.B.RADHA, D.SAKTHIVEL (2020) NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. JCR, 7 (10), 2679-2683. doi:10.31838/jcr.07.10.442



Turabian Style

Dr.B.RADHA, D.SAKTHIVEL. 2020. NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. Journal of Critical Reviews, 7 (10), 2679-2683. doi:10.31838/jcr.07.10.442



Chicago Style

Dr.B.RADHA, D.SAKTHIVEL. "NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY." Journal of Critical Reviews 7 (2020), 2679-2683. doi:10.31838/jcr.07.10.442



MLA (The Modern Language Association) Style

Dr.B.RADHA, D.SAKTHIVEL. "NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY." Journal of Critical Reviews 7.10 (2020), 2679-2683. Print. doi:10.31838/jcr.07.10.442



APA (American Psychological Association) Style

Dr.B.RADHA, D.SAKTHIVEL (2020) NOVEL STUDY ON MACHINE LEARNING ALGORITHMS FOR CLOUD SECURITY. Journal of Critical Reviews, 7 (10), 2679-2683. doi:10.31838/jcr.07.10.442