Experiences & Publications

Experiences

02 Aug 2021

Teaching Assistant

Working as Teaching assistant at CSE dept., IITK. Current course code ESC101.

Senior Software Engineer

Analysed System logs to detect threats based on MITRE ATT&CK framework. Worked on various tools like ELK, Snort, Osquery etc.

07 June 2021

01 Oct 2020

Internship

Worked to propose machine learning-based
analyser to detect ransomware by using system API calls and registry operations and file system operation changes.

Voluntary Project Intern

Worked for a DRDO grant-in-aid ER
& IPR Project entitled “Augmented Reality-Based
Maintenance Trainer for Tejas Fighter Jet”

15 Jan 2021

Publications

A Survey on Machine Learning-based Ransomware Detection

doi: 10.1007/978-981-16-6890-6_13
Conference: 7th International Conference on Mathematics and Computing (ICMC 2021)
Available at: https://link.springer.com/chapter/10.1007/978-3-030-59621-7_8

Leveraging Machine Learning for Ransomware Detection

doi: 10.48550/ARXIV.2206.01919
Conference: International Conference on Innovations, Research and Emerging Technologies (IRCET 2021)
Available at: https://arxiv.org/abs/2206.01919