Abstract Network function virtualization provides programmable in-network middlewares by leveraging virtualization technologies and commodity hardware and has gained popularity among all mainstream network device manufacturers. Yet it is challenging to apply coverage-guided fuzzing. one of the state-of-the-art vulnerability discovery approaches. to those virtualized network devices. https://www.roneverhart.com/Audio-Savage/