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Dr. Vikash Kumar
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An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset
V Kumar, D Sinha, AK Das, SC Pandey, RT Goswami
Cluster Computing 23, 1397-1418, 2020
1702020
UIDS: a unified intrusion detection system for IoT environment
V Kumar, AK Das, D Sinha
Evolutionary intelligence 14 (1), 47-59, 2021
862021
A robust intelligent zero-day cyber-attack detection technique
V Kumar, D Sinha
Complex & Intelligent Systems 7 (5), 2211-2234, 2021
372021
Statistical analysis of the UNSW-NB15 dataset for intrusion detection
V Kumar, AK Das, D Sinha
Computational Intelligence in Pattern Recognition: Proceedings of CIPR 2019 …, 2020
362020
Synthetic attack data generation model applying generative adversarial network for intrusion detection
V Kumar, D Sinha
Computers & Security 125, 103054, 2023
202023
Attack detection scheme using deep learning approach for iot
V Kumar, S Kalam, AK Das, D Sinha
Advanced Computing and Systems for Security: Volume 14, 17-30, 2021
52021
Gan-based data generation approach for ids: Evaluation on decision tree
SK Pandey, V Kumar, D Sinha, AK Das
Advanced Computing and Systems for Security: Volume 14, 43-57, 2021
42021
Cyber attack detection framework for cloud computing
S Badde, V Kumar, K Chatterjee, D Sinha
Intelligent Data Engineering and Analytics: Frontiers in Intelligent …, 2021
32021
Simulation Analysis of DDoS Attack in IoT Environment
V Kumar, V Kumar, D Sinha, AK Das
4th International Conference on Internet of Things and Connected …, 2020
32020
WCGAN-GP based synthetic attack data generation with GA based feature selection for IDS
A Srivastava, D Sinha, V Kumar
Computers & Security 134, 103432, 2023
22023
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 ...
DE Patent 20 2023 104 383, 2023
2023
Cyber-attack detection applying machine learning approach
V Kumar, D Sinha, AK Das
Applications of Mathematical Modeling, Machine Learning, and Intelligent …, 2023
2023
GAN-Based Data Generation Technique and its Evaluation for Intrusion Detection Systems
KK Jha, P Singh, N Bharti, D Sinha, V Kumar
Machine Vision and Augmented Intelligence: Select Proceedings of MAI 2022 …, 2023
2023
Hybrid Approach Using Deep Autoencoder and Machine Learning Techniques for Cyber-Attack Detection
V Kumar, D Sinha
International Journal of Ambient Computing and Intelligence (IJACI) 13 (1), 1-21, 2022
2022
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Artikelen 1–14