@inproceedings{7dddfe3d78e145238a2033774a811ab5,
title = "A Novel Comparison Validation Framework for IDS and IPS",
abstract = "Intrusion detection system (IDS) and Intrusion prevention system (IPS) are good mechanisms to protect the network from known or unknown attacks. There are many Intrusion systems that were developed in the past years. Some to enhance existing systems and others to develop a new system with different algorithms. However, there is an ongoing issue with research when it comes to Intrusion systems. One of the main issues is how researches compare and validate their work to other related work. In this paper we highlight how IDS are classified and the techniques that are currently being used. We then discuss the current issues of the testing platforms of IDS, datasets, and the main purpose of IDS. Lastly, we present a novel comparison validation framework for IDS.",
keywords = "Detection method, IDS, IPS, Validation framework",
author = "Mohamed Yousif and Liqaa Nawaf and Chaminda Hewage",
note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.; 9th International Conference on Cyber Security, Privacy in Communication Networks, ICCS 2023 ; Conference date: 09-12-2023 Through 10-12-2023",
year = "2024",
month = sep,
day = "18",
doi = "10.1007/978-981-97-3973-8_22",
language = "English",
isbn = "9789819739721",
series = "Lecture Notes in Networks and Systems",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "351--371",
editor = "Chaminda Hewage and Liqaa Nawaf and Nishtha Kesswani",
booktitle = "AI Applications in Cyber Security and Communication Networks - Proceedings of 9th International Conference on Cyber Security, Privacy in Communication Networks ICCS 2023",
}