मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान) Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Arpita Srivastava, Ditipriya Sinha, Vikash Kumar, "WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS" , Computers & Security (Elsevier Advanced Technology) Volume :134 / 103432 / 2023 DOI: https://doi.org/10.1016/j.cose.2023.103432
2022
Vikash Kumar, Ditipriya Sinha, "Hybrid Approach Using Deep Autoencoder and Machine Learning Techniques for Cyber-Attack Detection" , International Journal of Ambient Computing and Intelligence (IGI Global) Volume :13 / 1-21 / 2022 DOI: 10.4018/IJACI.293098
2021
Vikash Kumar, Ayan Kumar Das, Ditipriya Sinha, "UIDS: a unified intrusion detection system for IoT environment" , Evolutionary Intelligence (Springer ) Volume :14 (3) / 47-59 / 2021 DOI: https://doi.org/10.1007/s12065-019-00291-w
Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das, Subhash Chandra Pandey, Radha Tamal Goswami, "An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset" , Cluster Computing (Springer US) Volume :23 / 1397-1418 / 2020 DOI: https://doi.org/10.1007/s10586-019-03008-x
2022
Kundan Kumar Jha, Prabhkirat Singh, Navin Bharti, Ditipriya Sinha, Vikash Kumar, "GAN-Based Data Generation Technique and Its Evaluation for Intrusion Detection Systems" , Machine Vision and Augmented Intelligence by :Springer Singapore at NIT Jamshedpur / / 2022
2021
Vikash Kumar, Sidra Kalam, Ayan Kumar Das, Ditipriya Sinha, "Attack Detection Scheme Using Deep Learning Approach for IoT" , Advanced Computing and Systems for Security: Volume 14 by :Springer, Singapore at University of Culcutta / / 2021
Sudhir Kumar Pandey, Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das, "GAN-Based Data Generation Approach for IDS: Evaluation on Decision Tree" , Advanced Computing and Systems for Security: Volume 14 by :SPAST at University of Calcutta / / 2021
2020
Suryakant Badde, Vikash Kumar, Kakali Chatterjee, Ditipriya Sinha, "Cyber Attack Detection Framework for Cloud Computing" , Intelligent Data Engineering and Analytics by :Springer Singapore at NIT Surathkal / / 2020
2019
Vikash Kumar, Ayan Kumar Das, Ditipriya Sinha, "Statistical Analysis of the UNSW-NB15 Dataset for Intrusion Detection" , Computational Intelligence in Pattern Recognition by :Springer, Singapore at IIEST Shibpur / / 2019
Vikash Kumar, Vivek Kumar, Ditipriya Sinha, Ayan Kumar Das, "Simulation Analysis of DDoS Attack in IoT Environment" , 4th International Conference on Internet of Things and Connected Technologies (ICIoTCT) by :Springer at MNIT Jaipur / / 2019
Book Chapter, "Cyber-attack detection applying machine learning approach" ISBN:9781003386599 published by - CRC Press Year: 2023 authors- Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das
Member of IEEE
"A computationally efficient classification system for classifying nonlinear temporal patterns without a hidden layer", Irshed Hussain, Vikash Kumar, Dalton Meitei Thounaojam , Reg.No. 202023104383 [German Patent and Trade Mark Office] Patent Granted Dt.21-08-2023