An IoT Intrusion Detection System Based on TON IoT Network Dataset
Author:
Affiliation:
1. School of Computer Science, Wuhan Qingchuan University,Wuhan,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10099037/10098906/10099144.pdf?arnumber=10099144
Reference20 articles.
1. AIEMLA: artificial intelligence enabled machine learning approach for routing attacks on internet of things
2. A Deep Learning Ensemble for Network Anomaly and Cyber-Attack Detection
3. Employing a Machine Learning Approach to Detect Combined Internet of Things Attacks against Two Objective Functions Using a Novel Dataset
4. ML-LGBM: A Machine Learning Model Based on Light Gradient Boosting Machine for the Detection of Version Number Attacks in RPL-Based Networks
5. Performance analysis of machine learning models for intrusion detection system using Gini Impurity-based Weighted Random Forest (GIWRF) feature selection technique
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2. Multi-Class Intrusion Detection Based on Transformer for IoT Networks Using CIC-IoT-2023 Dataset;Future Internet;2024-08-08
3. Reliable feature selection for adversarially robust cyber-attack detection;Annals of Telecommunications;2024-06-07
4. Feature Selection for Malicious Detection on Industrial IoT Using Machine Learning;Sensors and Materials;2024-03-25
5. Enhancing IoT Attack Detection Through Ensemble-Based Multiclass Attacks Classification;2023 IEEE 20th International Conference on Smart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET);2023-12-04
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