Protecting and Mitigating Against Cyber Threats

5Applications of AI, Machine Learning and Deep Learning for Cyber Attack Detection

Chandrakant Mallick^1*, Parimal Kumar Giri¹, Mamata Garanayak² and Sasmita Kumari Nayak³

¹Department of Computer Science & Engineering, Gandhi Institute of Technological Advancement (GITA) Autonomous College, Bhubaneswar, India

²Department of Computer Science, KISS Deemed to be University, Bhubaneswar, India

³Department of Computer Science & Engineering, Centurion University of Technology & Management, Odisha, India

Abstract

The ever changing cyber landscape has become a continuous frustration to traditional security measures and calls for sophisticated AI based solutions to ensure sound protection from mutating threats. This chapter elaborates the importance of new age elliptical technologies such as AI, machine learning and deep learning to make the cyber security defense the step ahead of the cyber threats that are never going to disappear. They underline that these methods practically contribute the ability to improve the accuracy and speed of cyber attack detection. By using machine learning algorithms to detect anomalies and deploying deep learning models for the automated data investigation, organizations can significantly improve their cyber security defenses. This study will underscore the essential role of cutting edge technology in improving security defenses and also shows what AI-powered technology can do to assist in fighting cyber-crime. It also highlights modern technologies ...