Vikash Kumar

About

I am currently working as an assistant professor in the department of Computer Science and Engineering, Malaviya National Institute of Technology Jaipur, Rajasthan, India. My research interest includes: Intrusion Detection System, Cybersecurity, Machine Learning, Deep Learning.

Official Website: https://www.mnit.ac.in/dept_cse/profile?fid=RqWO

Employment

• Malaviya National Institute of Technology Jaipur Assistant Professor
  2023 - Present
• Siksha O Anusandhan University Assistant Professor
  2021 - 2023

Education

• National Institute of Technology Patna M.Tech-PhD dual degree
  2017 - 2022
• RCC Institute of Information Technology B.Tech
  2012 - 2016

Projects & Funding

Projects & funding information is unavailable.

Publications (13)

• WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS
  Computers & Security 2023 36 citations DOI: 10.1016/j.cose.2023.103432
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• Synthetic attack data generation model applying generative adversarial network for intrusion detection
  Computers & Security 2023 134 citations DOI: 10.1016/j.cose.2022.103054
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• Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development
  Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development 2023 4 citations DOI: 10.1201/9781003386599
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• GAN-Based Data Generation Technique and its Evaluation for Intrusion Detection Systems
  Lecture Notes in Electrical Engineering 2023 1 citation DOI: 10.1007/978-981-99-0189-0_11
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• Hybrid Approach Using Deep Autoencoder and Machine Learning Techniques for Cyber-Attack Detection
  International Journal of Ambient Computing and Intelligence 2022 11 citations DOI: 10.4018/IJACI.293098
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• UIDS: a unified intrusion detection system for IoT environment
  Evolutionary Intelligence 2021 113 citations DOI: 10.1007/s12065-019-00291-w
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• A robust intelligent zero-day cyber-attack detection technique
  Complex & Intelligent Systems 2021 86 citations DOI: 10.1007/S40747-021-00396-9
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• Attack Detection Scheme Using Deep Learning Approach for IoT
  Lecture Notes in Networks and Systems 2021 5 citations DOI: 10.1007/978-981-16-4294-4_2
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• GAN-Based Data Generation Approach for IDS: Evaluation on Decision Tree
  Lecture Notes in Networks and Systems 2021 4 citations DOI: 10.1007/978-981-16-4294-4_4
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• An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset
  Cluster Computing 2020 246 citations DOI: 10.1007/S10586-019-03008-X
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