Poster: Machine Learning for Vulnerability Detection as Target Oracle in Automated Fuzz Driver Generation

Gianpietro Castiglione, Marcello Maugeri, Giampaolo Bella

In vulnerability detection, machine learning has been used as an effective static analysis technique, although it suffers from a significant rate of false positives. Contextually,…