Ministry of Education
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Dr Vikash Kumar

vidwan id: 594211
Male

Assistant Professor (Grade-II), Department of Computer Science and Engineering
Malaviya National Institute of Technology Jaipur

Orchid Icon 0000-0002-3168-7955 Google Scholar Icon 57196218752 Researcher Icon R-3126-2018 Google Scholar Icon VeusWe8AAAAJ

Expertise

  • Computer Science Artificial Intelligence

Publications

Total Articles 13
Books 0
Proceedings 0

Publications

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Scopus

Citations 488
h-index 6

CrossRef

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Citations 302
h-index 6
Google Scholar

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Professional Recognition

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Community & Membership

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IEEE

2023
Professional

Bio

Intrusion Detection System, Cybersecurity, Machine Learning, Deep Learning, Generative Modeling, IoT.

Personal Details

  • Male
  • Assistant Professor (Grade-II) , Malaviya National Institute of Technology Jaipur
  • Acharya Bhavan, MNIT Jaipur
Ph.D
National Institute of Technology Patna 2022
Assistant Professor (Grade-II) Dec 2023 – Present
Malaviya National Institute of Technology Jaipur | Department of Computer Science and Engineering
Assistant Professor (Grade-II) Nov 2021 – Dec 2023
Siksha 'O' Anusandhan University | Department of Computer Science and Engineering

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Co-Authors (3)

Kakali

Dr Kakali Chatterjee

National Institute of Technology Patna

Ditipriya

Dr Ditipriya Sinha

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Dr Vivek Kumar

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Scholarly Work

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A computationally efficient classification system for classifying nonlinear temporal patterns without a hidden layer

IN Hussain
Irshed
Dr.
Nagaon
Assam
IN
Kumar
Vikash
Dr.
Hajipur
Bihar
IN
Thounaojam
Dalton Meitei
Dr.
Porompat
Manipur
Engineering and Technology Patent No. : 20 2023 104 383 Filed : 02-08-2023
Published : 21-08-2023 Published

Scholarly Publications

Synthetic attack data generation model applying generative adversarial network for intrusion detection

Open Access
Article
Year: 2023. Volume: 125 .
Authors: Kumar V.;Sinha D.
DOI 10.1016/j.cose.2022.103054
31 74

WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS

Open Access
Article
Year: 2023. Volume: 134 .
Authors: Srivastava A.;Sinha D.;Kumar V.
DOI 10.1016/j.cose.2023.103432
2 21

GAN-Based Data Generation Technique and its Evaluation for Intrusion Detection Systems

Open Access
Conference Paper
Year: 2023. Volume: 1007 LNEE , Pages: 175-189 .
Authors: Jha K.K.;Singh P.;Bharti N.;Sinha D.;Kumar V.
DOI 10.1007/978-981-99-0189-0_11
1

Cyber-attack detection applying machine learning approach

Open Access
book chapter
Year: 2023.
Authors: Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das
DOI 10.1201/9781003386599

Hybrid Approach Using Deep Autoencoder and Machine Learning Techniques for Cyber-Attack Detection

Open Access
Article
Year: 2022. Volume: 13 , Issue: 1 .
Authors: Kumar V.;Sinha D.
DOI 10.4018/IJACI.293098
9 2

UIDS: a unified intrusion detection system for IoT environment

Open Access
Article
Evolutionary Intelligence. Year: 2021. Volume: 14 , Issue: 1 , Pages: 47-59 .
Authors: Kumar V.;Das A.K.;Sinha D.
DOI 10.1007/s12065-019-00291-w
63 88

Cyber attack detection framework for cloud computing

Open Access
Conference Paper
Year: 2021. Volume: 1177 , Pages: 243-254 .
Authors: Badde S.;Kumar V.;Chatterjee K.;Sinha D.
DOI 10.1007/978-981-15-5679-1_23
2 3

GAN-Based Data Generation Approach for IDS: Evaluation on Decision Tree

Open Access
Conference Paper
Year: 2021. Volume: 242 , Pages: 43-57 .
Authors: Pandey S.K.;Kumar V.;Sinha D.;Das A.K.
DOI 10.1007/978-981-16-4294-4_4
2 1