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Publications
Deep learning based Character-level approach for Morphological Inflection Generation 2019 International Conference on Intelligent Computing and Control Systems (ICCS)

Authors : Prasad Vidya, Premjith B, Chandran Chandni, Soman KP, Poornachandran Prabaharan

Publisher : IEEE

Publications
A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text Proceedings of the 6th International Sanskrit Computational Linguistics Symposium

Authors : Premjith B, Chandran Chandni, Bhat Shriganesh, Soman KP

Publisher : 6th International Sanskrit Computational Linguistics Symposium

Publications
Detecting Android malware using long short-term memory (LSTM)

Authors : Vinayakumar R, Soman KP, Sachin Kumar S, Poornachandran Prabaharan

Publisher : Journal of Intelligent & Fuzzy Systems

Publications
Ransomware triage using deep learning: twitter as a case study

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

Publisher : IEEE

Publications
Deep learning architecture for big data analytics in detecting intrusions and malicious URL Big Data Recommender Systems

Authors : Harikrishnan NB, Vinayakumar R, Soman KP, Annappa B, Alazab Mamoun

Publisher : Institution of Engineering and Technology

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

Authors : Akarsh S, Poornachandran Prabaharan, Menon Vijay Krishna, Soman KP

Publisher : springer Cham

Publications
Deep learning framework for cyber threat situational awareness based on email and url data analysis Cybersecurity and Secure Information Systems

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

Publisher : Springer Cham

Publications
Early Detection of Suicidal Predilection on Instagram Social Networking Service Symposium on Machine Learning and Metaheuristics Algorithms and Applications

Authors : Rohini KR, Rajendran Gayathri, Arjun V, Poornachandran Prabaharan

Publisher : Springer Singapore

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

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