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Dr. Gulshan Kumar
Dr. Gulshan Kumar
Associate Professor, Shaheed Bhagat Singh State University, Ferozepur
Bestätigte E-Mail-Adresse bei ptu.ac.in
Titel
Zitiert von
Zitiert von
Jahr
A survey of deep learning and its applications: a new paradigm to machine learning
S Dargan, M Kumar, MR Ayyagari, G Kumar
Archives of Computational Methods in Engineering 27 (4), 1071-1092, 2020
12172020
Applications of Generative Adversarial Networks (GANs): An Updated Review
H Alqahtani, M Kavakli-Thorne, G Kumar
Archives of Computational Methods in Engineering, 1-28, 2019
3712019
The use of artificial intelligence based techniques for intrusion detection: a review
G Kumar, K Kumar, M Sachdeva
Artificial Intelligence Review 34 (4), 369-387, 2010
2302010
MLEsIDSs: machine learning-based ensembles for intrusion detection systems—a review
G Kumar, K Thakur, MR Ayyagari
The Journal of Supercomputing 76, 8938–8971, 2020
2182020
Machine learning and deep learning methods for intrusion detection systems: recent developments and challenges
G Kocher, G Kumar
Soft Computing 25 (15), 9731–9763, 2021
1552021
An Analysis of AI-based Supervised Classifiers for Intrusion Detection in Big Data
G Kumar, K Thakur
Big Data Analytics: A Social Network Approach 1, 26-46, 2018
1532018
Nature Inspired Techniques and Applications in Intrusion Detection Systems: Recent Progress and Updated Perspective
K Thakur, G Kumar
Archives of Computational Methods in Engineering 28 (4), 2897–2919, 2021
1302021
Evaluation Metrics for Intrusion Detection Systems-A Study
G Kumar
International Journal of Computer Science and Mobile Applications, II 11, 2014
1292014
A hybrid deep learning based intrusion detection system using spatial-temporal representation of in-vehicle network traffic (Best Paper 2023 Award)
W Lo, H Alqahtani, K Thakur, A Almadhor, S Chander, G Kumar
Vehicular Communications 35, 100471, 2022
1282022
An intelligent algorithmically generated domain detection system
K Thakur, H Alqahtani, G Kumar
Computers & Electrical Engineering 92, 107129, 2021
1222021
Cybercrimes: A Proposed Taxonomy and Challenges
HB Singh, G Kumar
Journal of Computer Networks and Communications 2018 (2018), 1-11, 2018
92*2018
Survey on Data Mining Techniques in Intrusion Detection
A Chauhan, G Mishra, G Kumar
International journal of Scientific & Engineering Research 2 (7), 2011
722011
Machine learning for enhancing transportation security: A comprehensive analysis of electric and flying vehicle systems
H Alqahtani, G Kumar
Engineering Applications of Artificial Intelligence 129 (107667), 2024
692024
Design of an evolutionary approach for intrusion detection
G Kumar, K Kumar
The Scientific World Journal 2013 (Article ID 962185, http://dx.doi.org/10 …, 2013
582013
The use of artificial-intelligence-based ensembles for intrusion detection: a review
G Kumar, K Kumar
Applied Computational Intelligence and Soft Computing 2012, 21, 2012
552012
Denial of service attacks–an updated perspective
G Kumar
Systems Science & Control Engineering 4 (1), 285-294, 2016
502016
Analysis of Machine Learning Algorithms with Feature Selection for Intrusion Detection Using UNSW-NB15 Dataset
G Kocher, G Kumar
Available at SSRN 3784406, 2021
462021
An improved ensemble approach for effective intrusion detection
G Kumar
The Journal of Supercomputing 76 (1), 275–291, 2020
442020
Network security–an updated perspective
G Kumar, K Kumar
Systems Science & Control Engineering: An Open Access Journal 2 (1), 325-334, 2014
412014
Dynamic routing approach for enhancing source location privacy in wireless sensor networks
G Kumar, RS Rathore, K Thakur, A Almadhor, SAA Biabani, S Chander
Wireless Networks 29 (6), 2591-2607, 2023
332023
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