Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection

Mapping Intimacies ◽

10.1109/bigdata52589.2021.9671576 ◽

2021 ◽

Author(s):

Mohammad Masum ◽

Hossain Shahriar ◽

Hisham Haddad ◽

Md Jobair Hossain Faruk ◽

Maria Valero ◽

...

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Hyperparameter Optimization ◽

Network Intrusion

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A Novel Approach based on Lightweight Deep Neural Network for Network Intrusion Detection

2021 IEEE Wireless Communications and Networking Conference (WCNC) ◽

10.1109/wcnc49053.2021.9417568 ◽

2021 ◽

Author(s):

Ruijie Zhao ◽

Zhaojie Li ◽

Zhi Xue ◽

Tomoaki Ohtsuki ◽

Guan Gui

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion ◽

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Edge-Detect: Edge-Centric Network Intrusion Detection using Deep Neural Network

2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC) ◽

10.1109/ccnc49032.2021.9369469 ◽

2021 ◽

Author(s):

Praneet Singh ◽

Jishnu Jaykumar P ◽

Akhil Pankaj ◽

Reshmi Mitra

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion

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Performance Comparison of Network Intrusion Detection System Based on Different Pre-processing Methods and Deep Neural Network

10.1145/3484824.3484878 ◽

2021 ◽

Author(s):

Gaurav Meena ◽

Babita Dhanwal ◽

Mehul Mahrishi ◽

Kamal Kant Hiran

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Intrusion Detection System ◽

Deep Neural Network ◽

Detection System ◽

Performance Comparison ◽

Network Intrusion Detection ◽

Processing Methods ◽

Network Intrusion ◽

Network Intrusion Detection System

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Assessing Deep Neural Network and Shallow for Network Intrusion Detection Systems in Cyber Security

10.1007/978-981-16-3728-5_52 ◽

2021 ◽

pp. 703-713

Author(s):

Deena Babu Mandru ◽

M. Aruna Safali ◽

N. Raghavendra Sai ◽

G. Sai Chaitanya Kumar

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Cyber Security ◽

Deep Neural Network ◽

Intrusion Detection Systems ◽

Network Intrusion Detection ◽

Detection Systems ◽

Network Intrusion ◽

Network Intrusion Detection Systems

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An Improved Network Intrusion Detection Based on Deep Neural Network

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/563/5/052019 ◽

2019 ◽

Vol 563 ◽

pp. 052019

Author(s):

Lin Zhang ◽

Meng Li ◽

Xiaoming Wang ◽

Yan Huang

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion

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A New Network Intrusion Detection Method Based on Deep Neural Network

Communications in Computer and Information Science - Artificial Intelligence and Security ◽

10.1007/978-981-15-8101-4_6 ◽

2020 ◽

pp. 46-57

Author(s):

Xingwang Li ◽

Zhiwei Sheng ◽

Yuanyuan Huang ◽

Shibing Zhang

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Detection Method ◽

Network Intrusion Detection ◽

Network Intrusion

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TL-NID: Deep Neural Network with Transfer Learning for Network Intrusion Detection

2020 15th International Conference for Internet Technology and Secured Transactions (ICITST) ◽

10.23919/icitst51030.2020.9351317 ◽

2020 ◽

Author(s):

Mohammad Masum ◽

Hossain Shahriar

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Transfer Learning ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion

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Network intrusion detection using multi-architectural modular deep neural network

The Journal of Supercomputing ◽

10.1007/s11227-020-03410-y ◽

2020 ◽

Author(s):

Ramin Atefinia ◽

Mahmood Ahmadi

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion

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INCREMENTAL DEEP NEURAL NETWORK INTRUSION DETECTION IN FOG BASED IOT ENVIRONMENT: AN OPTIMIZATION ASSISTED FRAMEWORK

Indian Journal of Computer Science and Engineering ◽

10.21817/indjcse/2021/v12i6/211206191 ◽

2021 ◽

Vol 12 (6) ◽

pp. 1847-1859

Author(s):

Aftab Alam Abdussami ◽

Dr. Mohammed Faizan Farooqui

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion

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LuNet: A Deep Neural Network for Network Intrusion Detection

2019 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci44817.2019.9003126 ◽

2019 ◽

Author(s):

Peilun Wu ◽

Hui Guo

Keyword(s):

Neural Network ◽

Intrusion Detection ◽

Deep Neural Network ◽

Network Intrusion Detection ◽

Network Intrusion

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