On the Vital Areas of Intrusion Detection Systems in Wireless …
Abstract: This paper surveys recently proposed works on Intrusion Detection Systems (IDS) in WSNs, and presents a comprehensive classification of various IDS approaches according to their employed detection techniques.
- Author: Abror Abduvaliyev, Al-Sakib Khan Pathan, Jianying Zhou, Rodrigo Roman, Wai-Choong Wong
- Publish Year: 2013
Other content from ieeexplore.ieee.orgIntrusion Detection Systems in Wireless Sensor …
May 19, 2013 · Intrusion Detection Systems (IDSs) can play an important role in detecting and preventing security attacks. This paper presents current …
- Author: Nabil Ali Alrajeh, Shafiullah Khan, Bilal Shams
- Estimated Reading Time: 8 mins
- Publish Year: 2013
WSN‐DS: A Dataset for Intrusion Detection Systems in …
Sep 29, 2016 · To ensure the security and dependability of WSN services, an Intrusion Detection System (IDS) should be in place. This IDS has to be compatible with the characteristics of WSNs and capable of detecting the …
Intelligent IDS in wireless sensor networks using deep fuzzy ...
- The NSL-KDD dataset is a tweaked version of the KDD cup 99 dataset . Irrelevant records are excluded from this dataset, and the number of records in the training and testing sets has been reduced. The NSL-KDD dataset was utilised as a typical validation set in the present literature [47, 48] to show improvement over IDS in their experimental evalua...
A hybrid machine learning model for intrusion …
Feb 7, 2025 · In this research, we proposed a novel intrusion detection system (IDS) for wireless sensor networks (WSNs) by integrating K-means Smote (KMS) with Principal Component Analysis (PCA) and Random...
Intrusion detection system (IDS) is one of the essential security mechanism against attacks in WSN. In this paper we present a comparative evaluation of the most performant detection …
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An Analysis of ML-Based Intelligent IDS for Wireless Sensor …
Dec 11, 2024 · This paper offers a comprehensive survey of Machine Learning (ML) utilization in Intrusion Detection Systems (IDS) for Wireless Sensor Networks (WSNs). Given the …
In this article, a brief review of some of the recent intrusion detection systems in wireless sensor network environment is presented. Finally, we propose a framework of cluster based layered …
Abstract: Intrusion detection in Wireless Sensor Network (WSN) is of practical interest in many applications such as detecting an intruder in a battlefield. The intrusion detection is defined as …
Anomaly-Based Intrusion Detection System in WSN using DNN …
In this research, we address the problem of achieving high accuracy in detecting intrusions in WSNs due to specific characteristics of WSN data, including the appropriate dataset, the …
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