Smart Intrusion Detection System Using Deep Neural Network Gated Recurrent Unit Technique

Sugandh Seth; Gurwinder Pal Singh; Kuljit Kaur

doi:10.1007/978-981-16-7985-8_30

ScienceGate Book Chapters

BOOK-CHAPTER

Smart Intrusion Detection System Using Deep Neural Network Gated Recurrent Unit Technique

Sugandh Seth Gurwinder Pal Singh Kuljit Kaur

Year: 2022 Lecture notes in electrical engineering Pages: 285-293 Publisher: Springer Science+Business Media

DOI: 10.1007/978-981-16-7985-8_30

Get Full-Text PDF Get Analytical Report

Keywords:

Computer science Intrusion detection system Upgrade Long short term memory Recurrent neural network Artificial neural network Data mining Artificial intelligence Intrusion Machine learning Operating system

Metrics

Cited By

1.94

FWCI (Field Weighted Citation Impact)

Refs

0.85

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Network Security and Intrusion Detection

Physical Sciences → Computer Science → Computer Networks and Communications

Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Internet Traffic Analysis and Secure E-voting

Physical Sciences → Computer Science → Artificial Intelligence

Related Documents

JOURNAL ARTICLE

An Intrusion Detection System Using a Deep Neural Network With Gated Recurrent Units

Congyuan Xu Jizhong Shen Xin Du Fan Zhang

Journal: IEEE Access Year: 2018 Vol: 6 Pages: 48697-48707

JOURNAL ARTICLE

Deep Learning Based Intrusion Detection System using Gated Recurrent Neural Network with Sigmoid Activation Function

N. Nathiya S. Aruna S J Nikalyaa C. Kavya

Year: 2024 Pages: 1-8

JOURNAL ARTICLE

Automatic Intrusion Detection System Using Deep Recurrent Neural Network Paradigm

Ahmed Elsherif

Journal: Journal of Information Security and Cybercrimes Research Year: 2018

JOURNAL ARTICLE

A Hybrid Deep Learning Architecture Using Dense Neural Network and Gated Recurrent Unit for Cloud Intrusion Detection

Iffath Tanjim Moon Md. Nazrul Islam Mondal

Year: 2025 Pages: 1-6

JOURNAL ARTICLE

OptiBiNet_GRU: Robust Network Intrusion Detection System Using Optimum Bi-Directional Gated Recurrent Unit

D. Shankar G Victo Sudha George N. Kanya M Ferrag L Maglaras S Moschoyiannis H Janicke D Gmba T Yldrm A Genovese F Scotti M Ferrag L Maglaras H Janicke R Smith A Salih A Abdulazeez M Okay R Samet O Aslan D Gupta G Apruzzese M Andreolini L Ferretti M Marchetti M Colajanni B Subba P Gupta I Turaiki N Altwaijry M Rashid J Kamruzzaman T Imam S Wibowo S Gordon M Omari M Rawashdeh F Qutaishat H Alshira N Ababneh R Vinayakumar K Soman P Poornachandran Y Lin J Wang Y Tu L Chen Z Dou R Vigneswaran R Vinayakumar K Soman P Poornachandran P Pramila M Gayathri K Hughes K Mclaughlin S Sezer K Tait J Khan F Alqahtani A Shah F Khan M Rehman J Ahmad Y Uhm W Pak S Lee M Mohammadi S Rashidi A Rahmani M Masdari M Hosseinzadeh S Patidar I Bains R Lohiya A Thakkar R Vinayakumar M Alazab K Soman P Poornachandran A Nemrat S Venkatraman V Ravi R Chaganti M Alazab M Rani M Moizuddin M Jose M Khan R Mendona A Teodoro R Rosa M Saadi D Melgarejo P Nardelli D Rodrguez J Nasiri F Khiyabani L Xiong Y Yao Q Fu S Li X Wang M Desai M Shah S Mekruksavanich A Jitpattanakul M Moishin R Deo R Prasad N Raj S Abdulla D Bau J Zhu H Strobelt A Lapedriza B Zhou A Torralba C Kumari P Kusuma P Kusuma S Ummadisetty C Rao M Manohara N Relangi P Kusuma

Journal: International journal of intelligent engineering and systems Year: 2023 Vol: 16 (3)Pages: 75-91