MARK-ELM: Application of a novel Multiple Kernel Learning framework for improving the robustness of Network Intrusion Detection

Kernel Learning ◽

Learning Framework ◽

Network Intrusion ◽

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 System

Learning Framework ◽

Network Intrusion ◽

A Novel Multiple Kernel Learning Framework for Heterogeneous Feature Fusion and Variable Selection

IEEE Transactions on Multimedia ◽

10.1109/tmm.2012.2188783 ◽

2012 ◽

Vol 14 (3) ◽

pp. 563-574 ◽

Cited By ~ 34

Author(s):

Yi-Ren Yeh ◽

Ting-Chu Lin ◽

Yung-Yu Chung ◽

Yu-Chiang Frank Wang

Keyword(s):

Variable Selection ◽

Feature Fusion ◽

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel ◽

Heterogeneous Feature

Deep Learning Framework for Accurate Network Intrusion Detection in ITSs

10.1109/icm52667.2021.9664897 ◽

2021 ◽

Author(s):

Osama A. El-Sayed ◽

Salma K. Fawzy ◽

Shahd H. Tolba ◽

Raghda S. Salem ◽

Youssef S. Hassan ◽

...

Keyword(s):

Deep Learning ◽

Intrusion Detection ◽

Learning Framework ◽

Network Intrusion

Information and Communication Technology for Intelligent Systems - Smart Innovation, Systems and Technologies ◽

SAMKL: Sample Adaptive Multiple Kernel Learning Framework for Lung Cancer Prediction

10.1007/978-981-15-7078-0_4 ◽

2020 ◽

pp. 31-44

Author(s):

Ashima Singh ◽

Arwinder Dhillon ◽

Jasmine Kaur Thind

Keyword(s):

Lung Cancer ◽

Kernel Learning ◽

Cancer Prediction ◽

Learning Framework ◽

2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE) ◽

NIDF: An Ensemble-inspired Feature Learning Framework for Network Intrusion Detection

10.1109/wiecon-ece52138.2020.9397993 ◽

2020 ◽

Author(s):

Suman Nandi ◽

Satanu Maity ◽

Madhurima Das

Keyword(s):

Intrusion Detection ◽

Feature Learning ◽

Learning Framework ◽

Network Intrusion

Constructing Multiple Kernel Learning Framework for Blast Furnace Automation

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2012.2211100 ◽

2012 ◽

Vol 9 (4) ◽

pp. 763-777 ◽

Cited By ~ 30

Author(s):

Ling Jian ◽

Chuanhou Gao ◽

Zhonghang Xia

Keyword(s):

Blast Furnace ◽

Kernel Learning ◽

Learning Framework ◽

A Novel Multiple Kernel Learning Framework for Remote Sensing Scene Classification

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8518884 ◽

2018 ◽

Cited By ~ 2

Author(s):

Xiaoyong Bian ◽

Yuxia Sheng ◽

Yan Xu ◽

Qian Du

Keyword(s):

Remote Sensing ◽

Kernel Learning ◽

Scene Classification ◽

Learning Framework ◽

Functional Imaging and Modelling of the Heart - Lecture Notes in Computer Science ◽

A Multiple Kernel Learning Framework to Investigate the Relationship Between Ventricular Fibrillation and First Myocardial Infarction

10.1007/978-3-319-59448-4_16 ◽

2017 ◽

pp. 161-171 ◽

Cited By ~ 1

Author(s):

Maciej Marciniak ◽

Hermenegild Arevalo ◽

Jacob Tfelt-Hansen ◽

Kiril A. Ahtarovski ◽

Thomas Jespersen ◽

...

Keyword(s):

Myocardial Infarction ◽

Ventricular Fibrillation ◽

Kernel Learning ◽

Learning Framework ◽

Multiple Kernel ◽

The Relationship ◽

First Myocardial Infarction

Stratifying patients using fast multiple kernel learning framework: case studies of Alzheimer’s disease and cancers

BMC Medical Informatics and Decision Making ◽

10.1186/s12911-020-01140-y ◽

2020 ◽

Vol 20 (1) ◽

Author(s):

Thanh-Trung Giang ◽

Thanh-Phuong Nguyen ◽

Dang-Hung Tran

Keyword(s):

Alzheimer’S Disease ◽

Alzheimer's Disease ◽

Case Studies ◽

Kernel Learning ◽

Learning Framework ◽

A Method of Few-Shot Network Intrusion Detection Based on Meta-Learning Framework

IEEE Transactions on Information Forensics and Security ◽

10.1109/tifs.2020.2991876 ◽

2020 ◽

Vol 15 ◽

pp. 3540-3552 ◽

Cited By ~ 2

Author(s):

Congyuan Xu ◽

Jizhong Shen ◽

Xin Du

Keyword(s):

Intrusion Detection ◽

Learning Framework ◽

Network Intrusion ◽

Meta Learning