Mr. Akarsh S

I am a M.Tech student at the Amrita Vishwa Vidyapeetham in Computational Engineering and Networking (CEN). I am with the Cybersecurity-Lab-at-CEN and Computational Thinking-Lab-at-CEN, advised by Prof. Prabaharan Poornachandran on Artificial intelligence and most specifically, Machine Learning, Data mining and Deep learning, Big Data Analytics, Natural language processing, Signal and Image processing and Causal inference for Cyber Security.

Publications

  1. Akarsh S, LakshmiPriya S, Ganga Gowri B and Dr Govind D, Improved epoch extraction from speech using Wavelet Synchrosqueezing Transforms and Zero Frequency Filtering (Conference paper)
  2. Akarsh S, Prabaharan Poornachandran, Vijay Krishna Menon, and Soman KP, A Detailed Investigation and Analysis of Deep learning Architectures and Visualization Techniques for Malware Family Identification - Book chapter (In Press - CSSIS2018)
  3. Vinayakumar R, Soman KP, Prabaharan Poornachandran, Akarsh S, Mohamed Elhoseny, Improved DGA Domain Names Detection and Categorization using Deep learning Architectures with Classical Machine learning Algorithms - Book chapter (In press - CSSIS2018)
  4. Vinayakumar R, Soman KP, Prabaharan Poornachandran, Akarsh S, Application of Deep Learning Architectures for Cyber security - Book chapter (In press - CSSIS2018)
  5. Vinayakumar R, Soman KP, Prabaharan Poornachandran, Akarsh S, Mohamed Elhoseny, Deep learning Framework for Cyber Threat Situational Awareness based on Email and URL Data Analysis - Book chapter (In press - CSSIS2018)
  6. Nidhin A Unnithan, NB Harikrishnan, S Akarsh, R Vinayakumar, KP Soman, Machine Learning Based Phishing E-mail detection (conference paper)
  7. Vidya Prasad K, Akarsh S, Vinayakumar R, Soman KP, A Deep Learning Approach for Similar Languages, Varieties and Dialects (arxiv)
  8. Akarsh S, Sriram S, Prabaharan Poornachandran, Vijay Krishna Menon, KP Soman, Cost-Sensitive Deep learning Framework for Malware Classification (Conference paper: Ready for submission)
  9. Akarsh S, Prabaharan Poornachandran, Vijay Krishna Menon, KP Soman, A Deep learning Framework for Domain Generation Algorithms Prediction using Long Short-term Memory (Conference paper: Ready for submission)
  10. Sreelakshmi K, Akarsh S, Vinayakumar R and Soman KP, Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes


Invited talks

  1. Handled 3 days workshop at IIIT, kerala, Machine learning for Cyber security.
  2. Handled 2 days workshop at JIT, coimbatore, Application of machine learning for Cyber security.

Presentations

Hello All, I am happy to share that I have presented my paper titled "Improved epoch extraction from speech using Wavelet Synchrosqueezing Transforms and Zero Frequency Filtering" in NCC conference held at IISC, Bangalore. Thanks to all my coauthors: LakshmiPriya S, Ganga Gowri B and Dr Govind D I am happy to share that I have met Prof. TV. Srinivas (Professor, IISc Bangalore - specialist in Speech processing) after the presentation and discussed about the techniques that we used in our paper.
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