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Soman KP

Automated detection of diabetes using CNN and CNN-LSTM network and heart rate signals
2018 · Swapna G, Soman Kp, et al. · Procedia Computer Science · 259
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Network Flow based IoT Botnet Attack Detection using Deep Learning
2020 · S. Sriram, R. Vinayakumar, et al. · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 195
A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs)
2019 · Vinayakumar R, Soman KP, et al. · International Journal of Digital Crime and Forensics · 62
S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors
2018 · Vysakh S Mohan, Vinayakumar R, et al. · IEEE Security and Privacy Workshops (SPW) · 44
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Tamil POS Tagging using Linear Programming
2009 · Dhanalakshmi, M. Anand Kumar, et al. · 43
Robust Malware Detection using Residual Attention Network
2021 · Shamika Ganesan, Vinayakumar Ravi, et al. · International Conference on Consumer Electronics · 42
A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities
2018 · Kumar, Amara Dinesh, Chebrolu, Koti Naga Renu, et al. · arXiv (Cornell University) · 41
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Deep Learning for Cyber Security Applications: A Comprehensive Survey
2021 · vinayakumar R, Mamoun Alazab, et al. · 22
A Comprehensive Tutorial and Survey of Applications of Deep Learning for Cyber Security
2020 · vinayakumar R, Soman KP, et al. · 20
Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson’s Disease Detection
2022 · Yamini Madan, Iswarya Kannoth Veetil, et al. · Smart innovation, systems and technologies · 19
BERT-Based Sequence Labelling Approach for Dependency Parsing in Tamil
2022 · C S Ayush Kumar, Advaith Maharana, et al. · Workshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech) · 17
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Deep Learning for Cyber Security Applications: A Comprehensive Survey
2021 · vinayakumar R, Mamoun Alazab, et al. · 15
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Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages
2022 · Premjith B, Bharathi Raja Chakravarthi, et al. · Workshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech) · 13
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Generation of Cross-Lingual Word Vectors for Low-Resourced Languages Using Deep Learning and Topological Metrics in a Data-Efficient Way
2021 · Sanjanasri JP, Vijay Krishna Menon, et al. · Electronics · 12
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CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm
2022 · Prasanth S N, R Aswin Raj, et al. · Workshop on Speech, Vision, and Language Technologies for Dravidian Languages (DravidianLangTech) · 11
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Malicious URL Detection using Deep Learning
2020 · vinayakumar R, Sriram S, et al. · 10
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A Comprehensive Tutorial and Survey of Applications of Deep Learning for Cyber Security
2020 · vinayakumar ravi, Soman KP, et al. · 8
Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada
2021 · K Sreelakshmi, B. Premjith, et al. · 7
Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension
2016 · Barathi Ganesh HB, Anand Kumar M, et al. · International Workshop on Semantic Evaluation (SemEval) · 7
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A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text
2019 · B. Premjith, Chandni Chandran, et al. · 6
Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment
2020 · Sriram Srinivasan, Simran k, et al. · 5
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Deep convolutional neural network based image spam classification
2020 · Sriram Srinivasan, vinayakumar R, et al. · 5
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Malicious URL Detection using Deep Learning
2020 · vinayakumar R, Sriram S, et al. · 5
Indian Native Language Identification - INLI 2018
2018 · Anand Kumar M, Barathi Ganesh HB, et al. · Annual Meeting of the Forum for Information Retrieval Evaluation (FIRE) · 5
Robust Malware Detection using Residual Attention Network
2020 · Shamika Ganesan, vinayakumar R, et al. · 4
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Works count: 49
Citation count: 912
H-index: 13
I10-index: 16
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