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Publications
Deep learning DGA-based botnet detection Deep learning applications for cyber security

Authors : Vinayakumar R, Soman KP, Alazab Mamoun, Alazab Mamoun

Publisher : Springer Cham

Publications
Enhanced domain generating algorithm detection based on deep neural networks Deep learning applications for cyber security

Authors : Kumar Amara Dinesh, Thodupunoori Harish, Vinayakumar R, Soman KP, Alazab Mamoun, Venkatraman Sitalakshmi

Publisher : Springer Cham

Publications
A comprehensive data set for domain generation algorithms (dgas) based domain name detection systems and application of deep learning Big Data Recommender Systems-Volume 2: Application Paradigms

Authors : Vinayakumar R, Soman KP, Poornachandran Prabaharan, Alazab Mamoun, Thampi Sabu, Amritadga

Publisher : Institution of Engineering and Technology (IET)

Publications
Time split based pre-processing with a data-driven approach for malicious url detection Cybersecurity and secure information systems

Authors : Harikrishnan NB, Vinayakumar R, Soman KP, Poornachandran Prabaharan

Publisher : Springer Cham

Publications
Electric Vehicle Scenario in India: Roadmap Challenges and Opportunities

Authors : Preetha PK

Publisher : IEEE

Publications
Dynamic mode-based feature with random mapping for sentiment analysis Intelligent systems technologies and applications

Authors : Kumar S Sachin, Kumar M Anand, Soman KP, Poornachandran Prabaharan

Publisher : Springer Singapore

Publications
Deep learning approach for intelligent intrusion detection system

Authors : Vinayakumar Ravi, Alazab Mamoun, Soman KP, Al-Nemrat Ameer, Venkatraman Sitalakshmi

Publisher : IEEE

Publications
A Detailed Investigation and Analysis of Deep Learning Architectures and Visualization Techniques for Malware Family Identification Cybersecurity and Secure Information Systems

Authors : Akarsh S, Menon Vijay Krishna, Soman KP

Publisher : Springer Cham

Publications
A comparative analysis of deep learning approaches for network intrusion detection systems (N-IDSs)

Authors : Soman KP, Vinayakumar R

Publisher : Journal of Digital Crime and Forensics (IJDCF)

Publications
Application of deep learning architectures for cyber security Cybersecurity and Secure Information System

Authors : Vinayakumar R, Soman KP, Akarsh S

Publisher : Springer Cham

Publications
Improved DGA domain names detection and categorization using deep learning architectures with classical machine learning algorithms Cybersecurity and Secure Information Systems

Authors : Vinayakumar R, Soman KP, Akarsh S, Elhoseny Mohamed

Publisher : Springer Cham

Publications
Modern methods for signal analysis and its applications Recent advances in computational intelligence

Authors : Soman KP, Sachin Kumar S, Neethu Mohan

Publisher : Springer Cham

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