Generative Artificial Intelligence for Next-Generation Security Paradigms

10Human Centric Security: Human Behavior Analysis Based on GenAI

P. Muralidhar¹*, Ch. Raja Ramesh², V. K. S. K. Sai Vadapalli³ and Bh. Lakshmi Madhuri⁴

¹Computer Science and Engineering, Vignan Institute of Technology and Science, Hyderabad, India

²Computer Science and Engineering (Data Science), Vignan Institute of Technology and Science, Hyderabad, India

³Department of IT, S R K R Engineering College, Bhimavaram, AP, India

⁴Computer Science & Engineering, Dadi Institute of Engineering and Technology, Anakapalle, AP, India

Abstract

In the current world the research has been enormously growing in the field of computer science, exploring many applications using Generative AI. With the exploration of generative AI not only pleasing humans but also causing a major threat to the fellow beings. According to the statistics, 82% of breaches involve human behavior. This chapter pivots to human role in modern security and explores the generative AI mechanisms in addressing security vulnerabilities. Especially the cybercriminals are using smarter technologies from ChatGPT to Deep-fake tools for fooling people, with the generative AI able to understand the design of security system of the company and devise a way around. This leads companies would suffer from major financial and reputational losses. The existing rule-based approaches are not sophisticated to protect from such attacks. Establishing new approaches and strategies that can adapt to the Generative AI threats in real time. Generative ...