R. Vinayakumar

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 47

Top Topics

Malware Detection

Computational Thinking

Intrusion Detection

Top Venues

J. Intell. Fuzzy Syst.

Publications

G. Siva Shankar, Ashokkumar Palanivinayagam, R. Vinayakumar, Uttam Ghosh, Wathiq Mansoor, Waleed S. Alnumay
An Embedded-Based Weighted Feature Selection Algorithm for Classifying Web Document. Wirel. Commun. Mob. Comput. 2020 (2020)
Vidya Prasad K, Akarsh S, R. Vinayakumar, Soman K. P
A Deep Learning Approach for Similar Languages, Varieties and Dialects. CoRR (2019)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, Vysakh S. Mohan, Amara Dinesh Kumar
ScaleNet: Scalable and Hybrid Frameworkfor Cyber Threat Situational AwarenessBased on DNS, URL, and Email Data Analysis. J. Cyber Secur. Mobil. 8 (2) (2019)
K. Simran, Prathiksha Balakrishna, R. Vinayakumar, K. P. Soman
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. SSCC (2019)
Sitalakshmi Venkatraman, Mamoun Alazab, R. Vinayakumar
A hybrid deep learning image-based analysis for effective malware detection. J. Inf. Secur. Appl. 47 (2019)
Vysakh S. Mohan, R. Vinayakumar, V. Sowmya, K. P. Soman
Deep rectified system for high-speed tracking in images. J. Intell. Fuzzy Syst. 36 (3) (2019)
R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Ameer Al-Nemrat, Sitalakshmi Venkatraman
Deep Learning Approach for Intelligent Intrusion Detection System. IEEE Access 7 (2019)
R. Vinayakumar, Mamoun Alazab, K. P. Soman, Prabaharan Poornachandran, Sitalakshmi Venkatraman
Robust Intelligent Malware Detection Using Deep Learning. IEEE Access 7 (2019)
S. Sriram, K. Simran, R. Vinayakumar, S. Akarsh, K. P. Soman
Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment. SSCC (2019)
Mohammed Harun Babu R, R. Vinayakumar, Soman K. P
RNNSecureNet: Recurrent neural networks for Cyber security use-cases. CoRR (2019)
Naveenkumar K. S, R. Vinayakumar, K. P. Soman
Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning. ICCCNT (2019)
Naveenkumar K. S, R. Vinayakumar, Soman K. P
Emotion Detection using Data Driven Models. CoRR (2019)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
A Comparative Analysis of Deep Learning Approaches for Network Intrusion Detection Systems (N-IDSs): Deep Learning for N-IDSs. Int. J. Digit. Crime Forensics 11 (3) (2019)
R. Vinayakumar, K. P. Soman, Pradeep Menon
CT-Blocks: Learning Computational Thinking by Snapping Blocks. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Detecting malicious domain names using deep learning approaches at scale. J. Intell. Fuzzy Syst. 34 (3) (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks. ICCCNT (2018)
R. Vinayakumar, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman K. P
Deep-Net: Deep Neural Network for Cyber Security Use Cases. CoRR (2018)
Mohammed Harun Babu R, R. Vinayakumar, Soman K. P
A short review on Applications of Deep learning for Cyber security. CoRR (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar
Detecting Android malware using Long Short-term Memory (LSTM). J. Intell. Fuzzy Syst. 34 (3) (2018)
Amara Dinesh Kumar, Koti Naga Renu Chebrolu, R. Vinayakumar, Soman K. P
A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. CoRR (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
CT-Blocks Analyser: Analysing CT-Blocks Projects. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Building-Blocks: Generating 3D Design by Snapping Blocks. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners. ICCCNT (2018)
Anu Vazhayil, R. Vinayakumar, K. P. Soman
Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks. ICCCNT (2018)
Vysakh S. Mohan, R. Vinayakumar, Soman K. P, Prabaharan Poornachandran
S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online Factors. IEEE Symposium on Security and Privacy Workshops (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling. ICCCNT (2018)
Rahul-Vigneswaran K, R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security. ICCCNT (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran, S. Sachin Kumar
Evaluating deep learning approaches to characterize and classify the DGAs at scale. J. Intell. Fuzzy Syst. 34 (3) (2018)
Amara Dinesh Kumar, R. Vinayakumar, K. P. Soman
DeepImageSpam: Deep Learning based Image Spam Detection. CoRR (2018)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluating deep learning approaches to characterize and classify malicious URL's. J. Intell. Fuzzy Syst. 34 (3) (2018)
R. Vinayakumar, K. P. Soman, Pradeep Menon
Fractal Geometry: Enhancing Computational Thinking with MIT Scratch. ICCCNT (2018)
R. Vinayakumar, B. Premjith, S. Sachin Kumar, K. P. Soman, Prabaharan Poornachandran
deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets. WASSA@EMNLP (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Deep encrypted text categorization. ICACCI (2017)
R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman
Deep Health Care Text Classification. CoRR (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS). Int. J. Inf. Syst. Model. Des. 8 (3) (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluating shallow and deep networks for secure shell (ssh)traffic analysis. ICACCI (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Deep android malware detection and classification. ICACCI (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Evaluating effectiveness of shallow and deep networks to intrusion detection system. ICACCI (2017)
R. Vinayakumar, S. Sachin Kumar, B. Premjith, Prabaharan Poornachandran, Soman Kotti Padannayil
Deep Stance and Gender Detection in Tweets on Catalan Independence@Ibereval 2017. IberEval@SEPLN (2017)
Sreelekshmy Selvin, R. Vinayakumar, E. A. Gopalakrishnan, Vijay Krishna Menon, K. P. Soman
Stock price prediction using LSTM, RNN and CNN-sliding window model. ICACCI (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Applying deep learning approaches for network traffic prediction. ICACCI (2017)
Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman
NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings. SMM4H@AMIA (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Long short-term memory based operation log anomaly detection. ICACCI (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Applying convolutional neural network for network intrusion detection. ICACCI (2017)
R. Vinayakumar, K. P. Soman, K. K. Senthil Velan, Shaunak Ganorkar
Evaluating shallow and deep networks for ransomware detection and classification. ICACCI (2017)
R. Vinayakumar, K. P. Soman, Prabaharan Poornachandran
Secure shell (ssh) traffic analysis with flow based features using shallow and deep networks. ICACCI (2017)
Shriya Se, R. Vinayakumar, M. Anand Kumar, K. P. Soman
AMRITA-CEN@SAIL2015: Sentiment Analysis in Indian Languages. MIKE (2015)