Gulshan Kumar

A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning

Shaveta Dargan, Munish Kumar, Maruthi Rohit Ayyagari et al. · Archives of Computational Methods in Engineering · 2019 · 1.1K citations

Artificial Intelligence, Deep Neural Networks, Engineering +8

Applications of Generative Adversarial Networks (GANs): An Updated Review

Hamed Alqahtani, Manolya Kavakli, Gulshan Kumar · Archives of Computational Methods in Engineering · 2019 · 386 citations

Engineering, Machine Learning, Generative Adversarial Network +4

Machine learning and deep learning methods for intrusion detection systems: recent developments and challenges

Geeta Kocher, Gulshan Kumar · Soft Computing · 2021 · 203 citations

Anomaly Detection, Machine Learning, Data Science +11

A hybrid deep learning based intrusion detection system using spatial-temporal representation of in-vehicle network traffic

Wei Lo, Hamed Alqahtani, Kutub Thakur et al. · Vehicular Communications · 2022 · 120 citations

Hybrid Deep Learning, In-vehicle Network Traffic, Intrusion Detection System +2

Machine learning for enhancing transportation security: A comprehensive analysis of electric and flying vehicle systems

Hamed Alqahtani, Gulshan Kumar · Engineering Applications of Artificial Intelligence · 2023 · 94 citations

Intelligent Traffic Management, Vehicle Systems, Machine Learning +9