Intrusion Detection for IoT Based on Improved Genetic Algorithm and Deep Belief Network

IEEE Access ◽

10.1109/access.2019.2903723 ◽

2019 ◽

Vol 7 ◽

pp. 31711-31722 ◽

Cited By ~ 36

Author(s):

Ying Zhang ◽

Peisong Li ◽

Xinheng Wang

Keyword(s):

Genetic Algorithm ◽

Intrusion Detection ◽

Deep Belief Network ◽

Improved Genetic Algorithm ◽

Belief Network

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The Application in Handwritten Digit Recognition of Deep Belief Network Based on Improved Genetic Algorithm

Advanced Information Networking and Applications - Lecture Notes in Networks and Systems ◽

10.1007/978-3-030-75078-7_2 ◽

2021 ◽

pp. 10-16

Author(s):

Zhu Hong-Xia ◽

Lu Xiu-Hua ◽

Zhu Hong-Ying

Keyword(s):

Genetic Algorithm ◽

Deep Belief Network ◽

Improved Genetic Algorithm ◽

Handwritten Digit Recognition ◽

Belief Network ◽

Digit Recognition ◽

Handwritten Digit

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Deep Belief Network enhanced intrusion detection system to prevent security breach in the Internet of Things

Internet of Things ◽

10.1016/j.iot.2019.100112 ◽

2019 ◽

pp. 100112 ◽

Cited By ~ 4

Author(s):

Nagaraj Balakrishnan ◽

Arunkumar Rajendran ◽

Danilo Pelusi ◽

Vijayakumar Ponnusamy

Keyword(s):

Internet Of Things ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Deep Belief Network ◽

The Internet ◽

Security Breach ◽

Belief Network ◽

The Internet Of Things

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Efficient Intrusion Detection Based on Multiple Neural Network Classifiers with Improved Genetic Algorithm

Journal of Software ◽

10.4304/jsw.7.7.1641-1648 ◽

2012 ◽

Vol 7 (7) ◽

Cited By ~ 3

Author(s):

Yuesheng Gu ◽

Yongchang Shi ◽

Jianping Wang

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Intrusion Detection ◽

Improved Genetic Algorithm ◽

Neural Network Classifiers ◽

Multiple Neural Network

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traffic flow prediction model based on deep belief network and genetic algorithm

IET Intelligent Transport Systems ◽

10.1049/iet-its.2017.0199 ◽

2018 ◽

Vol 12 (6) ◽

pp. 533-541 ◽

Cited By ~ 16

Author(s):

Yaying Zhang ◽

Guan Huang

Keyword(s):

Genetic Algorithm ◽

Prediction Model ◽

Traffic Flow ◽

Deep Belief Network ◽

Belief Network ◽

Traffic Flow Prediction ◽

Model Based ◽

Flow Prediction

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An Optimization Method for Intrusion Detection Classification Model Based on Deep Belief Network

IEEE Access ◽

10.1109/access.2019.2925828 ◽

2019 ◽

Vol 7 ◽

pp. 87593-87605 ◽

Cited By ~ 11

Author(s):

Peng Wei ◽

Yufeng Li ◽

Zhen Zhang ◽

Tao Hu ◽

Ziyong Li ◽

...

Keyword(s):

Intrusion Detection ◽

Optimization Method ◽

Deep Belief Network ◽

Classification Model ◽

Belief Network ◽

Model Based

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Large-Scale and Robust Intrusion Detection Model Combining Improved Deep Belief Network With Feature-Weighted SVM

IEEE Access ◽

10.1109/access.2020.2994947 ◽

2020 ◽

Vol 8 ◽

pp. 98600-98611 ◽

Cited By ~ 2

Author(s):

Yukun Wu ◽

Wei William Lee ◽

Zhicheng Xu ◽

Minya Ni

Keyword(s):

Intrusion Detection ◽

Large Scale ◽

Deep Belief Network ◽

Belief Network ◽

Detection Model ◽

Model Combining

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Study on Intrusion Detection Model Based on Improved Genetic Algorithm and Fuzzy Neural Network

Lecture Notes in Electrical Engineering - Green Communications and Networks ◽

10.1007/978-94-007-2169-2_137 ◽

2012 ◽

pp. 1163-1169

Author(s):

Jinguang Chen ◽

Yuesheng Gu ◽

Zhixiong Li

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Intrusion Detection ◽

Fuzzy Neural Network ◽

Improved Genetic Algorithm ◽

Detection Model ◽

Model Based ◽

Fuzzy Neural

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A Cooperative Deep Belief Network for Intrusion Detection

2018 Sixth International Conference on Advanced Cloud and Big Data (CBD) ◽

10.1109/cbd.2018.00049 ◽

2018 ◽

Cited By ~ 1

Author(s):

Xudong Yang ◽

Ling Gao ◽

Hai Wang ◽

Jie Zheng ◽

Rui Cao

Keyword(s):

Intrusion Detection ◽

Deep Belief Network ◽

Belief Network

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Intrusion Detection Using Deep Belief Network and Probabilistic Neural Network

22017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC) ◽

10.1109/cse-euc.2017.119 ◽

2017 ◽

Cited By ~ 26

Author(s):

Guangzhen Zhao ◽

Cuixiao Zhang ◽

Lijuan Zheng

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Probabilistic Neural Network ◽

Deep Belief Network ◽

Belief Network

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Performance Comparison of Intrusion Detection System Between Deep Belief Network (DBN)Algorithm and State Preserving Extreme Learning Machine (SPELM) Algorithm

2019 IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT) ◽

10.1109/icecct.2019.8869492 ◽

2019 ◽

Cited By ~ 2

Author(s):

Kunal singh ◽

K. James Mathai

Keyword(s):

Intrusion Detection ◽

Extreme Learning Machine ◽

Intrusion Detection System ◽

Detection System ◽

Performance Comparison ◽

Deep Belief Network ◽

Belief Network ◽

Learning Machine

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