An Effective Intrusion Detection Model based on Random Forest Algorithm with I-SMOTE

Proceedings of the 23rd International Conference on Enterprise Information Systems ◽

10.5220/0010393801750182 ◽

2021 ◽

Author(s):

. Weijinxia ◽

. Longchun ◽

. Wanwei ◽

. Zhaojing ◽

. Duguanyao ◽

...

Keyword(s):

Random Forest ◽

Intrusion Detection ◽

Random Forest Algorithm ◽

Detection Model ◽

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Intrusion Detection Model for Imbalanced Dataset Using SMOTE and Random Forest Algorithm

10.1007/978-981-16-8059-5_22 ◽

2021 ◽

pp. 361-378

Author(s):

Reem Alshamy ◽

Mossa Ghurab ◽

Suad Othman ◽

Faisal Alshami

Keyword(s):

Random Forest ◽

Intrusion Detection ◽

Random Forest Algorithm ◽

Imbalanced Dataset ◽

Detection Model

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The research of Random Forest Intrusion Detection Model based on Optimization in Internet of Vehicles

Journal of Physics Conference Series ◽

10.1088/1742-6596/1757/1/012149 ◽

2021 ◽

Vol 1757 (1) ◽

pp. 012149

Author(s):

Yalin Li ◽

Fei Li ◽

Jiaqi Song

Keyword(s):

Random Forest ◽

Intrusion Detection ◽

Internet Of Vehicles ◽

Detection Model ◽

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Intrusion detection model based on improved Apriori algorithm

Information Science and Management Engineering ◽

10.2495/isme131532 ◽

2013 ◽

Author(s):

Zheng XianFeng ◽

Wang LiYan

Keyword(s):

Intrusion Detection ◽

Apriori Algorithm ◽

Detection Model ◽

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Prediction model based on the Laplacian eigenmap method combined with a random forest algorithm for rainstorm satellite images during the first annual rainy season in South China

Natural Hazards ◽

10.1007/s11069-021-04585-0 ◽

2021 ◽

Author(s):

Xiao-yan Huang ◽

Li He ◽

Hua-sheng Zhao ◽

Ying Huang ◽

Yu-shuang Wu

Keyword(s):

Random Forest ◽

Prediction Model ◽

South China ◽

Rainy Season ◽

Satellite Images ◽

Random Forest Algorithm ◽

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Study on Intrusion detection model based on improved convolutional neural network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1865/4/042097 ◽

2021 ◽

Vol 1865 (4) ◽

pp. 042097

Author(s):

Kaiyan He

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Convolutional Neural Network ◽

Detection Model ◽

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A Short-Term Load Forecasting Model Based on Improved Random Forest Algorithm

2020 7th International Forum on Electrical Engineering and Automation (IFEEA) ◽

10.1109/ifeea51475.2020.00195 ◽

2020 ◽

Author(s):

Huang Yiling ◽

Huang Shaofeng

Keyword(s):

Random Forest ◽

Load Forecasting ◽

Forecasting Model ◽

Random Forest Algorithm ◽

Model Based ◽

Short Term Load Forecasting

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Industrial Control System Intrusion Detection Model based on LSTM & Attack Tree

2020 17th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) ◽

10.1109/iccwamtip51612.2020.9317477 ◽

2020 ◽

Author(s):

Fan Xingjie ◽

Wan Guogenp ◽

Zhang ShiBIN ◽

ChenHAO

Keyword(s):

Control System ◽

Intrusion Detection ◽

Industrial Control System ◽

Industrial Control ◽

Attack Tree ◽

Detection Model ◽

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ELM Network Intrusion Detection Model Based on SLPP Feature Extraction

10.1109/icpics52425.2021.9524271 ◽

2021 ◽

Author(s):

Wu Jingyi ◽

Gan Xusheng ◽

Huang Jieli ◽

Li Shenghou

Keyword(s):

Feature Extraction ◽

Intrusion Detection ◽

Network Intrusion Detection ◽

Detection Model ◽

Model Based ◽

Network Intrusion

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Network Intrusion Detection Model based on Chi-square Test and Stacking Approach

10.1109/icisce50968.2020.00185 ◽

2020 ◽

Author(s):

Xiao Zheng ◽

Yu Wang ◽

Luliang Jia ◽

Dapeng Xiong ◽

Jie Qiang

Keyword(s):

Intrusion Detection ◽

Network Intrusion Detection ◽

Detection Model ◽

Model Based ◽

Network Intrusion ◽

Chi Square Test

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Cyber-Physical System Intrusion Detection Model Based on Software-Defined Network

10.1109/icsess52187.2021.9522345 ◽

2021 ◽

Author(s):

Yunting Xiao ◽

Jingyong Liu ◽

Lichen Zhang

Keyword(s):

Intrusion Detection ◽

Physical System ◽

Cyber Physical System ◽

Software Defined Network ◽

Detection Model ◽

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