Vinayakumar R.

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 10

Top Topics

Weakly Supervised

Attack Detection

Top Venues

INFOCOM Workshops

Publications

Sriram S, Vinayakumar R., V. Sowmya, Mamoun Alazab, K. P. Soman
Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network. INFOCOM Workshops (2020)
Simran K, Sriram S, Vinayakumar R., K. P. Soman
Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security. CoRR (2020)
Simran K, Prathiksha Balakrishna, Vinayakumar R., Soman K. P.
Deep Learning based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis. CoRR (2020)
Vinayakumar R., Soman K. P.
Siamese neural network architecture for homoglyph attacks detection. ICT Express 6 (1) (2020)
Sriram S, Vinayakumar R., Mamoun Alazab, K. P. Soman
Network Flow based IoT Botnet Attack Detection using Deep Learning. INFOCOM Workshops (2020)
Simran K, Prathiksha Balakrishna, Vinayakumar R., K. P. Soman
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. CoRR (2020)
Shisrut Rawat, Aishwarya Srinivasan, Vinayakumar R.
Intrusion detection systems using classical machine learning techniques versus integrated unsupervised feature learning and deep neural network. CoRR (2019)
Vinayakumar R., Mamoun Alazab, Alireza Jolfaei, Soman K. P., Prabaharan Poornachandran
Ransomware Triage Using Deep Learning: Twitter as a Case Study. CCC (2019)
Vinayakumar R., Soman K. P.
DeepMalNet: Evaluating shallow and deep networks for static PE malware detection. ICT Express 4 (4) (2018)
Swapna G., Vinayakumar R., Soman K. P.
Diabetes detection using deep learning algorithms. ICT Express 4 (4) (2018)