Articles & Patents

• Arpita Srivastava, Ditipriya Sinha, Vikash Kumar. 2023. “WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS.” Computers & Security, November 2023. Article Link

• Vikash Kumar, Ditipriya Sinha. 2023. “Synthetic attack data generation model applying generative adversarial network for intrusion detection.” Computers & Security, February 2023. Article Link

• Vikash Kumar, Ditipriya Sinha. 2022. “Hybrid Approach Using Deep Autoencoder and Machine Learning Techniques for Cyber-Attack Detection.” International Journal of Ambient Computing and Intelligence (IJACI), January 2022. Article Link

• Vikash Kumar, Ditipriya Sinha. 2021. “A robust intelligent zero-day cyber-attack detection technique.” Complex & Intelligent Systems, October 2021. Article Link

• Vikash Kumar, Ayan Kumar Das, Ditipriya Sinha. 2021. “UIDS: a unified intrusion detection system for IoT environment.” Evolutionary intelligence, March 2021. Article Link

• Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das, Subhash Chandra Pandey, Radha Tamal Goswami. 2020. “An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset.” Computers & Security, June 2020. Article Link

Conferences

• Kundan Kumar Jha, Prabhkirat Singh, Navin Bharti, Ditipriya Sinha, Vikash Kumar. 2023. “GAN-Based Data Generation Technique and its Evaluation for Intrusion Detection Systems.” Machine Vision and Augmented Intelligence, May 2023. Article Link

• Sudhir Kumar Pandey, Vikash Kumar, Ditipriya Sinha, Ayan Kumar Das. 2021. “GAN-based data generation approach for IDS: Evaluation on Decision Trees.” Advanced Computing and Systems for Security, September 2021. Article Link

• Vikash Kumar, Sidra Kalam, Ayan Kumar Das, Ditipriya Sinha. 2021. “Attack detection scheme using deep learning approach for IoT.” Advanced Computing and Systems for Security, September 2021. Article Link

• Suryakant Badde, Vikash Kumar, Kakali Chatterjee, Ditipriya Sinha. 2021. “Cyber Attack Detection Framework for Cloud Computing.” Intelligent Data Engineering and Analytics, August 2020. Article Link

• Vikash Kumar, Vivek Kumar, Ditipriya Sinha, Ayan Kumar Das. 2020. “Simulation Analysis of DDoS Attack in IoT Environment.” International Conference on Internet of Things and Connected Technologies, February 2020. Article Link

• Vikash Kumar, Ayan Kumar Das, Ditipriya Sinha. 2021. “Statistical analysis of the UNSW-NB15 dataset for intrusion detection.” Computational Intelligence in Pattern Recognition, August 2019. Article Link

Book Chapters

• Vikash Kumar, Ditipriya Sinha, and Ayan Kumar Das. "Cyber-attack detection applying machine learning approach." Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development. CRC Press, 2023. 159-178. 

Patents

• Irshed Hussain, Vikash Kumar, Dalton Meitei Thounaojam. "A computationally efficient classification system for classifying nonlinear temporal patterns without a hidden layer", German Patent (Patent Grant Number: DE 20 2023 104 383.6)