Transforming Cyber Defense: AI, Intrusion Detection and the Future of Security

S. Akilandeswari, J. Amutha, S. Sundar, K. Rahapriya, T. Sakthivel, R. Divyabharathi

2025

Abstract

Thus, Modern Intrusion Detection Systems (IDS) forms an essential part of the critical infrastructures in order to detect and protect against unwanted malicious actions over networks and hosts. As the cyber threats are becoming more innovative, advanced deep learning (DL) and machine learning (ML) techniques are widely used to develop IDS with better performance. This survey focuses on the newest applications and trends in the field of IDS with respect to current ideas and techniques within the discipline of ML and DL methods being used along with the challenges they were developed to address and the limitations inherent in their solutions. In addition, it summarizes the recent techniques, reviews the performance, and indicates the gap for future research by developing the intelligent and adaptive Intrusion Detection System (IDS).

Paper Citation

in Harvard Style

Akilandeswari S., Amutha J., Sundar S., Rahapriya K., Sakthivel T. and Divyabharathi R. (2025). Transforming Cyber Defense: AI, Intrusion Detection and the Future of Security. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 800-807. DOI: 10.5220/0013890200004919

in Bibtex Style

@conference{icrdicct`2525,
author={S. Akilandeswari and J. Amutha and S. Sundar and K. Rahapriya and T. Sakthivel and R. Divyabharathi},
title={Transforming Cyber Defense: AI, Intrusion Detection and the Future of Security},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={800-807},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013890200004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Transforming Cyber Defense: AI, Intrusion Detection and the Future of Security
SN - 978-989-758-777-1
AU - Akilandeswari S.
AU - Amutha J.
AU - Sundar S.
AU - Rahapriya K.
AU - Sakthivel T.
AU - Divyabharathi R.
PY - 2025
SP - 800
EP - 807
DO - 10.5220/0013890200004919
PB - SciTePress