I am a Second year masters student at the Amrita Vishwa Vidyapeetham in Automotive Electronics branch and also as a research assistant at Computational Engineering and Networking (CEN). I am working with the Cybersecurity-Lab-at-CEN and Computational Thinking-Lab-at-CEN , and student of Prof. Soman KP and my research areas are Robotics, Autonomous vehicles, Machine Learning, Data mining and Deep learning, Reinforcement Learning, Causal inference,Non linear dynamics, Convex optimisation, Natural language processing, Signal and Image processing, Cyber Security.
I strongly believe in open science and reproducible research and actively publish code on my Github profile.
I am Available on the job market!!
| July 2018 | Secured 2nd place in DMD 2018 shared task in Cybersecurity domain. More details available at DMD2018 | ||||||||||||||||||||||||||||
| July 2018 | Organising Shared Task on CAN Intrusion Detection Coming Soon...!! | ||||||||||||||||||||||||||||
| July 2018 | Registered for IECSIL 2018 Shared Task at IECSIL 2018. | ||||||||||||||||||||||||||||
| July 2018 | Registered for Multi-target speaker detection and identification Challenge Evaluation Shared Task at MCE 2018. | ||||||||||||||||||||||||||||
| July 2018 | Registered for NIPS 2018: AI for Prosthetics Challenge at AI for Prosthetics Challenge 2018. | ||||||||||||||||||||||||||||
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A Brief Survey on Autonomous Vehicle Possible Attacks,Exploits and Vulnerabilities Amara Dinesh Kumar,Vinayakumar R, Soman KP Special Issue on the Emergence of Humanistic Digital Data in Informatics -ICT-Express [under Review] |
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DeepImageSpam: Deep Learning based Image Spam Detection Amara Dinesh Kumar,Vinayakumar R, Soman KP Special Issue on the Emergence of Humanistic Digital Data in Informatics -ICT-Express [under Review] [code] |
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Real Time Character Level Malicious Domain Name Prediction Using Deep Learning Amara Dinesh Kumar, Harish Thodupunoori, Vinayakumar R, Soman KP Springer Communications in Computer and Information Science Series(CCIS), ISSN: 1865:0929 [under Review] [code] |
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Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks Amara Dinesh Kumar [ paper ] [ code ] |
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Design and Investigation of an Extensible Framework for Malicious Domain Prediction Using Deep Learning Algorithms Amara Dinesh Kumar, Harish Thodupunoori, Vinayakumar R and Soman KP |
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Design and Implementation of Real Time Packet Level Controller Area Network (CAN) Intrusion Detection System Using Deep Learning Amara Dinesh Kumar, Rishish Kumar Naik, Vinayakumar R and Soman KP |
| July 2017 - Present |
M.tech in Automotive Electronics
Amrita Vishwa Vidyapeetham, Coimbatore |
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| June 2010 - June 2014 |
B.tech in Electronics and Communication
Jawaharlal Nehru Technological University, Hyderabad |
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| Languages |
C, C++, Java, Scala, Python, Basics of R, Basics of Julia |
| Scripting Languages |
Html, CSS, JavaScript, Bash, Awk,Sed ,Perl , XML |
| Embedded System Softwares |
Matlab, Simulink, CarSim, Canoe, KEIL, Proteus, Arduino Studio |
| Frameworks |
Scikit-learn, LibSVM, TensorFlow, Theano, Keras, , OpenAI Gym, PyTorch, Basics of Caffe, DeepChem, DragoNN, Weka |
| Database |
MySQL, Introduction to Oracle |
| Documentation Tool |
LibreOffice, Microsoft Office, and Latex |
| Control System | October 20, 2018 |
| Malicious Url | January 17, 2018 |
| Dga | January 17, 2018 |
| Ai For Security | January 16, 2018 |
Amara Dinesh Kumar