Bio:I am currently pursuing M.Tech in CSE with specialization in Cyber Security at Centre For Advanced Studies, Dr. A.P.J. Abdul Kalam Technical University, Lucknow. I have completed my B.Tech in CSE from Greater Noida Institute of Technology, Greater Noida, U.P. in 2017.
Project Title : A Runtime analysis to detect malware.
Abstract:On the daily basis, Quick Heal detected around 2017722 malware, 31790 ransomware 189505 exploits and 58874 PUA and adware. Looking at this report that we have we can automate the proces to detect the malware. It is very necessary to understand the run time behaviour of malware as some of the features are displayed on run time. On execution of malware, you can monitor its behaviour such as what folders it tries to access, etc. My major goal is to detect the malware using Dynamic Analysis of malware. We can automate using Neural Network and Deep Learning approaches so one of the approach is using the LSTM (Long Short Term Memory) network in which we can provide the earlier reports and develop the network whether it is malware or not.