Artificial Intelligence and Deep Learning-based Solutions to Enhance Cyber Security

7 Pages Posted: 27 Apr 2021

See all articles by Lakshit Malhotra

Lakshit Malhotra

Jagan Institute of Management Studies

Bharat Bhushan

HMR Institute of Technology & Management

Rahul Veer Singh

HMR Institute of Technology & Management

Date Written: April 24, 2021

Abstract

Artificial intelligence (AI) and cybersecurity have a vast span of multidisciplinary convergence. Latest emerging developments in artificial intelligence has shown an enormous growth for cyber defenders and criminals. Cybersecurity experts are improving safety on AI for the cyber environment through developing ideas. Previously, cybercriminals use to commence cyber-attacks through Petri nets formalizations, yet advancement in the technology leads them to use advance techniques such as deep learning and machine learning. This survey report focuses on AI and cyber security with different industries implementations of AI. First, the reason to implement AI with cyber security is described which make sure that at the time of various attacks, it can defend and does not let a single attack to bypass successfully through safety protocols into systems. Afterwards, one of the methods for defending against cyber-attacks namely, deep learning is described with its programs as deep belief network, recurrent neural network and convolutional neural network. Finally, it is illustrated further that AI is not only limited to cyber security as it is also getting utilized in various industries such as education, robotics, automation, and much more.

Suggested Citation

Malhotra, Lakshit and Bhushan, Bharat and Singh, Rahul Veer, Artificial Intelligence and Deep Learning-based Solutions to Enhance Cyber Security (April 24, 2021). Proceedings of the International Conference on Innovative Computing & Communication (ICICC) 2021, Available at SSRN: https://ssrn.com/abstract=3833311 or http://dx.doi.org/10.2139/ssrn.3833311

Lakshit Malhotra (Contact Author)

Jagan Institute of Management Studies ( email )

3, Institutional Area
Sector-5, Rohini
Delhi, Delhi 110085
India

Bharat Bhushan

HMR Institute of Technology & Management ( email )

New Delhi
New Delhi
India

Rahul Veer Singh

HMR Institute of Technology & Management ( email )

New Delhi
New Delhi
India

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