Current Trends in ICT Security: A Comprehensive Overview of Machine Learning and Soft Computing Applications

Himanshu  Hora; Ankur  Rohila; Anand Prakash  Dube

doi:10.21844/cttjetit.v12i1-2.1.14002

Himanshu Assistant Professor, Department of Computer Application, Shri Ram College, Muzaffarnagar
Ankur Rohila Assistant Professor, Department of Computer Application, Shri Ram College, Muzaffarnagar
Anand Prakash Dube Associate Professor, Department of Computer Application, School of Management Sciences, Varanasi

DOI: https://doi.org/10.21844/cttjetit.v12i1-2.1.14002

Keywords: Machine learning, integrity, Privacy, Soft ComputingAttacks, Security

Abstract

In an era marked by pervasive digitization, information and communication technology (ICT) security stands as a cornerstone of our digital infrastructure. The rapid evolution of cyber threats necessitates equally agile defence mechanisms. This research paper provides a comprehensive overview of the contemporary landscape of ICT security with a specific focus on the emergent trends in machine learning (ML) and soft computing (SC) applications.

The paper commences by outlining the escalating challenges posed by cyber adversaries, underlining the inadequacy of traditional security paradigms in contending with the intricacies of modern-day attacks. This backdrop emphasizes the need for innovative, adaptable, and intelligent approaches to bolster ICT security.