Anomaly Detection in Network Traffic Using Selected Methods of Time Series Analysis

International Journal of Computer Network and Information Security ◽

10.5815/ijcnis.2015.09.02 ◽

2015 ◽

Vol 7 (9) ◽

pp. 10-18 ◽

Author(s):

Jarosław Bernacki ◽

◽

Grzegorz Kołaczek

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Network Traffic ◽

Series Analysis

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Optimal Window-Symbolic Time Series Analysis for Pattern Classification and Anomaly Detection

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3089199 ◽

2021 ◽

pp. 1-1

Author(s):

Ibrahim F. Ghalyan ◽

Najah Ghalyan ◽

Asok Ray

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Pattern Classification ◽

Series Analysis ◽

Symbolic Time Series Analysis ◽

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Accurate Anomaly Detection Using Correlation-Based Time-Series Analysis

Anomaly-Detection and Health-Analysis Techniques for Core Router Systems ◽

10.1007/978-3-030-33664-6_2 ◽

2019 ◽

pp. 23-51 ◽

Author(s):

Shi Jin ◽

Zhaobo Zhang ◽

Krishnendu Chakrabarty ◽

Xinli Gu

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Series Analysis

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Short Term Prediction Models of Mobile Network Traffic Based on Time Series Analysis

Machine Learning and Intelligent Communications - Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering ◽

10.1007/978-3-319-73564-1_20 ◽

2018 ◽

pp. 205-211

Author(s):

Yunxue Gao ◽

Liming Zheng ◽

Donglai Zhao ◽

Yue Wu ◽

Gang Wang

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Network Traffic ◽

Prediction Models ◽

Mobile Network ◽

Series Analysis ◽

Term Prediction ◽

Short Term Prediction

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Time Series Analysis for Anomaly Detection of Water Consumption: A Case Study

Innovations in Industrial Engineering - Lecture Notes in Mechanical Engineering ◽

10.1007/978-3-030-78170-5_21 ◽

2021 ◽

pp. 234-245

Author(s):

Marta Santos ◽

Ana Borges ◽

Davide Carneiro ◽

Flora Ferreira

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Water Consumption ◽

Series Analysis

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Anomaly Detection in UASN Localization Based on Time Series Analysis and Fuzzy Logic

Mobile Networks and Applications ◽

10.1007/s11036-018-1192-y ◽

2019 ◽

Vol 25 (1) ◽

pp. 55-67

Author(s):

Anjana P. Das ◽

Sabu M. Thampi ◽

Jaime Lloret

Keyword(s):

Time Series ◽

Fuzzy Logic ◽

Time Series Analysis ◽

Anomaly Detection ◽

Series Analysis

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Modelling Network Traffic Using Time Series Analysis

Proceedings of the International Conference on Big Data and Internet of Thing - BDIOT2017 ◽

10.1145/3175684.3175725 ◽

2017 ◽

Author(s):

Mbulelo Brenwen Ntlangu ◽

Alireza Baghai-Wadji

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Network Traffic ◽

Series Analysis

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Symbolic time-series analysis for anomaly detection in mechanical systems

IEEE/ASME Transactions on Mechatronics ◽

10.1109/tmech.2006.878544 ◽

2006 ◽

Vol 11 (4) ◽

pp. 439-447 ◽

Author(s):

A. Khatkhate ◽

A. Ray ◽

E. Keller ◽

S. Gupta ◽

S.C. Chin

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Mechanical Systems ◽

Series Analysis ◽

Symbolic Time Series Analysis

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Network Anomaly Detection Using Time Series Analysis

Joint International Conference on Autonomic and Autonomous Systems and International Conference on Networking and Services - (icas-isns'05) ◽

10.1109/icas-icns.2005.69 ◽

2005 ◽

Author(s):

Qingtao Wu ◽

Zhiqing Shao

Keyword(s):

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Series Analysis ◽

Network Anomaly Detection

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Anomaly detection by neural network models and statistical time series analysis

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) ◽

10.1109/icnn.1994.374748 ◽

2002 ◽

Author(s):

R. Kozma ◽

M. Kitamura ◽

M. Sakuma ◽

Y. Yokoyama

Keyword(s):

Neural Network ◽

Time Series ◽

Time Series Analysis ◽

Anomaly Detection ◽

Network Models ◽

Neural Network Models ◽

Series Analysis ◽

Statistical Time

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Improving Network Security through Traffic Log Anomaly Detection Using Time Series Analysis

Advances in Intelligent and Soft Computing - Computational Intelligence in Security for Information Systems 2010 ◽

10.1007/978-3-642-16626-6_14 ◽

2010 ◽

pp. 125-133 ◽

Author(s):

Aitor Corchero Rodriguez ◽

Mario Reyes de los Mozos

Keyword(s):

Time Series ◽

Network Security ◽

Time Series Analysis ◽

Anomaly Detection ◽

Series Analysis

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