Vulnerability Analysis on Third Party Applications

Project Code :TCMAPY942

Objective

The main objective of Vulnerability Analysis on Third Party Applications is to identify and assess potential security weaknesses and vulnerabilities present in externally developed software or applications that an organization integrates into its systems. This analysis aims to proactively identify and mitigate risks associated with third-party software, ensuring the overall security and integrity of the organization's digital infrastructure.

Abstract

Malware has threatened the organizations for a long time and still have not made a lot of progress in detecting the malware on time. Malware can easily harm the system by executing the unnecessary services that will put the load on the system and hinder its smooth running. There are basically two methods to detect the malware, one being the old process of detecting the malware based on the signature and the other one being the behavior-based method. This proposed model achieved an accuracy of 91.75% during validation with 91% precision, 70% recall and for actual Malwares.

Keywords: SVM, Random forest, Decision tree, Adaboost, Xgboost, Gradient boost

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.