K
K. P. Soman
Researcher at Amrita Vishwa Vidyapeetham
Publications - 504
Citations - 8779
K. P. Soman is an academic researcher from Amrita Vishwa Vidyapeetham. The author has contributed to research in topics: Deep learning & Support vector machine. The author has an hindex of 32, co-authored 489 publications receiving 5773 citations. Previous affiliations of K. P. Soman include Indian Institute of Technology Kharagpur & Indian Institutes of Technology.
Papers
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Book ChapterDOI
DBD: Deep Learning DGA-Based Botnet Detection
TL;DR: This chapter proposes a novel deep learning framework to detect malicious domains generated by malicious Domain Generation Algorithms (DGA), and provides an early detection mechanism for the identification of Domain-Flux botnets propagating in a network.
Proceedings ArticleDOI
Rule Based Machine Translation from English to Malayalam
TL;DR: By using this approach, a given English sentence can be translated to its Malayalam equivalent by using this rule based method.
Proceedings ArticleDOI
Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches
TL;DR: This new and state of the art machine learning approach based on sequence labeling and training by kernel methods captures the non-linear relationships in the different aspect of morphological features of natural languages in a better and simpler way.
Proceedings ArticleDOI
A Novel Technique for English Font Recognition Using Support Vector Machines
TL;DR: The main objective of this proposal is to employ support vector machines (SVM) in identifying various fonts by using feature vectors extracted by making use of Gabor filters and the proposed SVM is trained using these features.
Proceedings ArticleDOI
Ransomware Triage Using Deep Learning: Twitter as a Case Study
TL;DR: A deep learning architecture to categorize ransomware tweets to their corresponding family is proposed and can continuously monitor the online posts in social media data and thus is able to provide early warnings about ransomware spreads.