Applying Machine Learning Techniques to Detect of Cyber Attacks

B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla

Page No: 1-10

DOI: 10.86493/VEREDAS.2025/V15I3/01

The increased usage of cloud services, developing number of web applications clients, changes in network framework that interfaces gadgets running versatile working frameworks and continually advancing organization innovation cause novel difficulties for cyber security. Accordingly, to counter emerging dangers, network security components, sensors and insurance conspires moreover need to develop, to address the necessities and issues of the clients. In this article, we center around countering arising application layer cyber attacks since those are recorded as top dangers and the fundamental test for network and cyber security. The major commitment of the article is the recommendation of machine learning way to deal with model ordinary conduct of use and to identify cyber attacks. The model comprises of examples (in form of Perl Compatible Regular Expressions (PCRE) ordinary articulations) that are acquired utilizing chart based division method and dynamic programming. The model depends on information acquired from HTTP demands produced by customer to a web worker. We have assessed our technique on CSIC 2010 HTTP Dataset accomplishing agreeable outcomes.

Citations

APA: B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla (2025). Applying Machine Learning Techniques to Detect of Cyber Attacks. DOI: 10.86493/VEREDAS.2025/V15I3/01

AMA: B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla. Applying Machine Learning Techniques to Detect of Cyber Attacks. 2025. DOI: 10.86493/VEREDAS.2025/V15I3/01

Chicago: B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla. "Applying Machine Learning Techniques to Detect of Cyber Attacks." Published 2025. DOI: 10.86493/VEREDAS.2025/V15I3/01

IEEE: B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla, "Applying Machine Learning Techniques to Detect of Cyber Attacks," 2025, DOI: 10.86493/VEREDAS.2025/V15I3/01

ISNAD: B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla. "Applying Machine Learning Techniques to Detect of Cyber Attacks." DOI: 10.86493/VEREDAS.2025/V15I3/01

MLA: B. Neelima, A.Mohan Kumar Sai, G.Venu Babu, P.Sai Krishna, S.V.V Sai Kumar, SK.Abdulla. "Applying Machine Learning Techniques to Detect of Cyber Attacks." 2025, DOI: 10.86493/VEREDAS.2025/V15I3/01