Toward Large-Scale Vulnerability Discovery using Machine Learning
Gustavo Grieco, Guillermo L. Grinblat, Lucas C. Uzal, Sanjay Rawat, Josselin Feist, Laurent Mounier · 2016
With sustained growth of software complexity, finding security vulnerabilities in operating systems has become an important necessity. Nowadays, OS are shipped with thousands of binary executables. Unfortunately, methodologies and tools for an OS scale program testing within a limited time budget are still missing.