Improving Data Generalization With Variational Autoencoders for Network Traffic Anomaly Detection

IEEE Access ◽

10.1109/access.2021.3072126 ◽

2021 ◽

Vol 9 ◽

pp. 56893-56907

Author(s):

Mehrnoosh Monshizadeh ◽

Vikramajeet Khatri ◽

Marah Gamdou ◽

Raimo Kantola ◽

Zheng Yan

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Traffic Anomaly ◽

Data Generalization ◽

Traffic Anomaly Detection

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Smart grid communication network traffic anomaly detection based on entropy analysis

2016 2nd IEEE International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2016.7924871 ◽

2016 ◽

Author(s):

Xuesong Huo ◽

Chao Lv ◽

Pei Pei ◽

Minghui Gao ◽

Liming Wang

Keyword(s):

Communication Network ◽

Anomaly Detection ◽

Network Traffic ◽

Entropy Analysis ◽

Smart Grid Communication ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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Network Traffic Anomaly-Detection Framework Using GPUs

10.31979/etd.dnwu-953q ◽

2017 ◽

Author(s):

Meera Ramesh

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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Network Traffic Anomaly Detection Based on Optimized Transfer Learning

Advances in Intelligent Systems and Computing - The 10th International Conference on Computer Engineering and Networks ◽

10.1007/978-981-15-8462-6_82 ◽

2020 ◽

pp. 715-722

Author(s):

Yonghua Huo ◽

Libin Jiao ◽

Ping Xie ◽

Zhiming Fu ◽

Zhuo Tao ◽

...

Keyword(s):

Anomaly Detection ◽

Transfer Learning ◽

Network Traffic ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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Evaluating Statistical Models for Network Traffic Anomaly Detection

2019 Systems and Information Engineering Design Symposium (SIEDS) ◽

10.1109/sieds.2019.8735594 ◽

2019 ◽

Author(s):

Peter Kromkowski ◽

Shaoran Li ◽

Wenxi Zhao ◽

Brendan Abraham ◽

Austin Osborne ◽

...

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Statistical Models ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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Network traffic anomaly detection based on self-similarity using FRFT

2013 IEEE 4th International Conference on Software Engineering and Service Science ◽

10.1109/icsess.2013.6615435 ◽

2013 ◽

Author(s):

Xiaolong Ye ◽

Julong Lan ◽

Wanwei Huang

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Self Similarity ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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A PCA-based method for IoT network traffic anomaly detection

2018 20th International Conference on Advanced Communication Technology (ICACT) ◽

10.23919/icact.2018.8323766 ◽

2018 ◽

Author(s):

Dang Hai Hoang ◽

Ha Duong Nguyen

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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Network traffic anomaly detection algorithm using mahout classifier

Journal of Intelligent & Fuzzy Systems ◽

10.3233/jifs-179072 ◽

2019 ◽

Vol 37 (1) ◽

pp. 137-144 ◽

Author(s):

Hua Peng ◽

Liang Liu ◽

Jiayong Liu ◽

Johnwb R. Lewis

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Detection Algorithm ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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Network Traffic Anomaly Detection Based on Wavelet Analysis

2018 IEEE 16th International Conference on Software Engineering Research, Management and Applications (SERA) ◽

10.1109/sera.2018.8477230 ◽

2018 ◽

Author(s):

Zhen Du ◽

Lipeng Ma ◽

Huakang Li ◽

Qun Li ◽

Guozi Sun ◽

...

Keyword(s):

Wavelet Analysis ◽

Anomaly Detection ◽

Network Traffic ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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A prediction model for network traffic anomaly detection

IET International Communication Conference on Wireless Mobile & Computing (CCWMC 2009) ◽

10.1049/cp.2009.2037 ◽

2009 ◽

Author(s):

Zhang Yong-ping ◽

Qi Zhi-wei ◽

Liu Jia

Keyword(s):

Anomaly Detection ◽

Prediction Model ◽

Network Traffic ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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A scheme for fast network traffic anomaly detection

2010 International Conference on Computer Application and System Modeling (ICCASM 2010) ◽

10.1109/iccasm.2010.5620645 ◽

2010 ◽

Author(s):

Xiaofen Wang ◽

Liaojun Pang ◽

Qingqi Pei ◽

Xuejun Li

Keyword(s):

Anomaly Detection ◽

Network Traffic ◽

Fast Network ◽

Traffic Anomaly ◽

Traffic Anomaly Detection

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