Research Interest

1.Machine Learning (Deep Learning).


2.Natural Language Processing (NLP).


3. Computer Vision (Image Processing).


4. Statistical Analysis.


Research Domain

1.Cyber Security(NLP).


2.Statistical Analysis (ANOVA).


3.Remote Sensing (Hyperspectral image).


4.Aerospace Applications(NLP & Image Proceesing).


Publications

1. RNNSecureNet: Recurrent neural networks for Cybersecurity use-cases.


2. A short review on Applications of Deep learning for Cyber security.


3. Protein Family Classification using Deep Learning.


4. Pcg signal classification using Deep Neural Networks.


5. Application of cost-sensitive deep learning based architectures and transfer learning approach for handling multiclass imbalance in DGA domain family detection (In process).


6. Cost-Sensitive LSTM for Imbalanced DGA Family Categorization (In process).

Achivements

1.Top 15 (Team) in Artificial Intelligence Hackthon 2019 by C-DAC.


2. Winning team (Astra Noorul Islam Center for Higher Education, Nagercoil ) of Abdul Kalam Educational Satellite program organised by 'International 'We serve' Foundation' (IWSF) in association with 'Abdul Kalam Vision India Movement' (AKVIM) and 'Aeolus Aero Tech Pvt Ltd,' (AAT) Bangalore.