Attack classification of an intrusion detection system using deep learning and hyperparameter optimization

Journal of Information Security and Applications ◽

10.1016/j.jisa.2021.102804 ◽

2021 ◽

Vol 58 ◽

pp. 102804

Author(s):

Yesi Novaria Kunang ◽

Siti Nurmaini ◽

Deris Stiawan ◽

Bhakti Yudho Suprapto

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Hyperparameter Optimization

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Unified deep learning approach for efficient intrusion detection system using integrated spatial-temporal features

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107132 ◽

2021 ◽

pp. 107132

Author(s):

P. Rajesh Kanna ◽

P. Santhi

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approach ◽

Temporal Features

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Improving Classification Attacks in IOT Intrusion Detection System using Bayesian Hyperparameter Optimization

2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI) ◽

10.1109/isriti51436.2020.9315360 ◽

2020 ◽

Author(s):

Yesi Novaria Kunang ◽

Siti Nurmaini ◽

Deris Stiawan ◽

Bhakti Yudho Suprapto

Keyword(s):

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Hyperparameter Optimization

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An Optimized Deep Learning Framework for Network Intrusion Detection System (NIDS)

2020 International Conference Engineering and Telecommunication (En&T) ◽

10.1109/ent50437.2020.9431266 ◽

2020 ◽

Author(s):

Ayonya Prabhakaran ◽

Vijay Kumar Chaurasiya ◽

Sunakshi Singh ◽

Suneel Yadav

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Learning Framework ◽

Network Intrusion ◽

Network Intrusion Detection System

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A distributed intelligent agent based intrusion detection system using deep learning algorithms

Proceedings of the 2nd International Conference on Digital Tools & Uses Congress ◽

10.1145/3423603.3424054 ◽

2020 ◽

Author(s):

Sami Mezghani ◽

Farah Barika Ktata

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Algorithms ◽

Intelligent Agent ◽

Agent Based

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Network Intrusion Detection System using Deep Learning

Procedia Computer Science ◽

10.1016/j.procs.2021.05.025 ◽

2021 ◽

Vol 185 ◽

pp. 239-247

Author(s):

Lirim Ashiku ◽

Cihan Dagli

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Network Intrusion Detection ◽

Network Intrusion ◽

Network Intrusion Detection System

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A Novel Deep Learning Based Intrusion Detection System : Software Defined Network

10.1109/3ict53449.2021.9581404 ◽

2021 ◽

Author(s):

Jamal Hussain ◽

Vanlalruata Hnamte

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Software Defined Network ◽

System Software

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An Illegal Target Intrusion Detection System of Railway Based on Deep Learning and Hough Transform

10.23919/ccc52363.2021.9550424 ◽

2021 ◽

Author(s):

Gangdi He ◽

Nan Zhang ◽

Xiaorun Li

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Hough Transform ◽

Intrusion Detection System ◽

Detection System

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A Comparative Analysis of Deep Learning Approaches in Intrusion Detection System

10.1109/rteict52294.2021.9573685 ◽

2021 ◽

Author(s):

Abhijit Das ◽

S G Balakrishnan

Keyword(s):

Deep Learning ◽

Comparative Analysis ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approaches

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A Study: Machine Learning and Deep Learning Approaches for Intrusion Detection System

Second International Conference on Computer Networks and Communication Technologies - Lecture Notes on Data Engineering and Communications Technologies ◽

10.1007/978-3-030-37051-0_94 ◽

2020 ◽

pp. 845-849

Author(s):

C. H. Sekhar ◽

K. Venkata Rao

Keyword(s):

Machine Learning ◽

Deep Learning ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Detection System ◽

Learning Approaches

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Classification of intrusion detection system (IDS) based on computer network

2017 2nd International conferences on Information Technology, Information Systems and Electrical Engineering (ICITISEE) ◽

10.1109/icitisee.2017.8285566 ◽

2017 ◽

Cited By ~ 2

Author(s):

David Ahmad Effendy ◽

Kusrini Kusrini ◽

Sudarmawan Sudarmawan

Keyword(s):

Intrusion Detection ◽

Intrusion Detection System ◽

Computer Network ◽

Detection System

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