Intrusion Detection for Modern DDos Attacks Classification Based on Convolutional Neural Networks

Computer and Information Science 2021—Summer - Studies in Computational Intelligence ◽

10.1007/978-3-030-79474-3_4 ◽

2021 ◽

pp. 45-60

Author(s):

Wenwen Chen ◽

Haiyan Zhang ◽

Xiaoshu Zhou ◽

Yangjie Weng

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

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Intrusion Detection in Internet of Things using Convolutional Neural Networks

10.1109/pst52912.2021.9647828 ◽

2021 ◽

Author(s):

Martin Kodys ◽

Zhi Lu ◽

Kar Wai Fok ◽

Vrizlynn L. L. Thing

Keyword(s):

Neural Networks ◽

Internet Of Things ◽

Intrusion Detection ◽

Convolutional Neural Networks

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Intrusion Detection Using Convolutional Neural Networks for Representation Learning

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-70139-4_87 ◽

2017 ◽

pp. 858-866 ◽

Author(s):

Zhipeng Li ◽

Zheng Qin ◽

Kai Huang ◽

Xiao Yang ◽

Shuxiong Ye

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Representation Learning

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Enhanced Network Intrusion Detection using Deep Convolutional Neural Networks

KSII Transactions on Internet and Information Systems ◽

10.3837/tiis.2018.10.028 ◽

2018 ◽

Vol 12 (10) ◽

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Network Intrusion Detection ◽

Deep Convolutional Neural Networks ◽

Network Intrusion

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Using Long-Short-Term Memory Based Convolutional Neural Networks for Network Intrusion Detection

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Wireless Internet ◽

10.1007/978-3-030-06158-6_9 ◽

2019 ◽

pp. 86-94 ◽

Author(s):

Chia-Ming Hsu ◽

He-Yen Hsieh ◽

Setya Widyawan Prakosa ◽

Muhammad Zulfan Azhari ◽

Jenq-Shiou Leu

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Short Term Memory ◽

Network Intrusion Detection ◽

Term Memory ◽

Network Intrusion ◽

Long Short Term Memory

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Intrusion Detection System for NSL-KDD Dataset Using Convolutional Neural Networks

Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence - CSAI '18 ◽

10.1145/3297156.3297230 ◽

2018 ◽

Author(s):

Yalei Ding ◽

Yuqing Zhai

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Intrusion Detection System ◽

Detection System

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A novel feature extraction methodology using Siamese convolutional neural networks for intrusion detection

Cybersecurity ◽

10.1186/s42400-020-00056-4 ◽

2020 ◽

Vol 3 (1) ◽

Author(s):

Serafeim Moustakidis ◽

Patrik Karlsson

Keyword(s):

Neural Networks ◽

Feature Extraction ◽

Intrusion Detection ◽

Convolutional Neural Networks

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A Novel Intrusion Detection Model for a Massive Network Using Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2018.2868993 ◽

2018 ◽

Vol 6 ◽

pp. 50850-50859 ◽

Author(s):

Kehe Wu ◽

Zuge Chen ◽

Wei Li

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Detection Model

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Using convolutional neural networks to network intrusion detection for cyber threats

2018 IEEE International Conference on Applied System Invention (ICASI) ◽

10.1109/icasi.2018.8394474 ◽

2018 ◽

Author(s):

Wen-Hui Lin ◽

Hsiao-Chung Lin ◽

Ping Wang ◽

Bao-Hua Wu ◽

Jeng-Ying Tsai

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Network Intrusion Detection ◽

Cyber Threats ◽

Network Intrusion

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An Intrusion Detection Model Based on Feature Reduction and Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2019.2904620 ◽

2019 ◽

Vol 7 ◽

pp. 42210-42219 ◽

Author(s):

Yihan Xiao ◽

Cheng Xing ◽

Taining Zhang ◽

Zhongkai Zhao

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Feature Reduction ◽

Detection Model ◽

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Convolutional Neural Networks for Multi-class Intrusion Detection System

Mining Intelligence and Knowledge Exploration - Lecture Notes in Computer Science ◽

10.1007/978-3-030-05918-7_20 ◽

2018 ◽

pp. 225-238 ◽

Author(s):

Sasanka Potluri ◽

Shamim Ahmed ◽

Christian Diedrich

Keyword(s):

Neural Networks ◽

Intrusion Detection ◽

Convolutional Neural Networks ◽

Intrusion Detection System ◽

Detection System

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