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Applications of Machine Learning in Cyber Security

Applications of Machine Learning in Cyber Security

Charu Virmani, Tanu Choudhary, Anuradha Pillai, Manisha Rani
Copyright: © 2020 |Pages: 21
ISBN13: 9781522596110|ISBN10: 1522596119|ISBN13 Softcover: 9781522596127|EISBN13: 9781522596134
DOI: 10.4018/978-1-5225-9611-0.ch005
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MLA

Virmani, Charu, et al. "Applications of Machine Learning in Cyber Security." Handbook of Research on Machine and Deep Learning Applications for Cyber Security, edited by Padmavathi Ganapathi and D. Shanmugapriya, IGI Global, 2020, pp. 83-103. https://doi.org/10.4018/978-1-5225-9611-0.ch005

APA

Virmani, C., Choudhary, T., Pillai, A., & Rani, M. (2020). Applications of Machine Learning in Cyber Security. In P. Ganapathi & D. Shanmugapriya (Eds.), Handbook of Research on Machine and Deep Learning Applications for Cyber Security (pp. 83-103). IGI Global. https://doi.org/10.4018/978-1-5225-9611-0.ch005

Chicago

Virmani, Charu, et al. "Applications of Machine Learning in Cyber Security." In Handbook of Research on Machine and Deep Learning Applications for Cyber Security, edited by Padmavathi Ganapathi and D. Shanmugapriya, 83-103. Hershey, PA: IGI Global, 2020. https://doi.org/10.4018/978-1-5225-9611-0.ch005

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Abstract

With the exponential rise in technological awareness in the recent decades, technology has taken over our lives for good, but with the application of computer-aided technological systems in various domains of our day-to-day lives, the potential risks and threats have also come to the fore, aiming at the various security features that include confidentiality, integrity, authentication, authorization, and so on. Computer scientists the world over have tried to come up, time and again, with solutions to these impending problems. With time, attackers have played out complicated attacks on systems that are hard to comprehend and even harder to mitigate. The very fact that a huge amount of data is processed each second in organizations gave birth to the concept of Big Data, thereby making the systems more adept and intelligent in dealing with unprecedented attacks on a real-time basis. This chapter presents a study about applications of machine learning algorithms in cyber security.

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