At the end of last year I mentioned the Syzkaller kernel system call fuzzer and the work done by one of the Foundation’s co-op students to integrate and automate its use in FreeBSD. As a brief refresher, Syzkaller is a coverage-guided system call fuzzer. It invokes syscalls with arbitrary and changing inputs, and is intended to use code coverage data to guide changes to system call inputs in order to access larger and larger portions of the kernel in the search for bugs.
Last term’s student focused largely on scripts to deploy and configure Syzkaller on Packet.net’s hosting infrastructure, but did not get to the code coverage integration required for Syzkaller to be effective. This term co-op student Mitchell Horne has been adding code coverage support in FreeBSD for Syzkaller.
The Linux code coverage support for Syzkaller is known as kcov and was submitted by Dmitry Vyukov, Syzkaller’s author. Kcov is purpose built for Syzkaller:
kcov provides code coverage collection for coverage-guided fuzzing (randomized testing). Coverage-guided fuzzing is a testing technique that uses coverage feedback to determine new interesting inputs to a system. A notable user-space example is AFL (http://lcamtuf.coredump.cx/afl/). However, this technique is not widely used for kernel testing due to missing compiler and kernel support.
kcov does not aim to collect as much coverage as possible. It aims to collect more or less stable coverage that is function of syscall inputs. To achieve this goal it does not collect coverage in soft/hard interrupts and instrumentation of some inherently non-deterministic or non-interesting parts of kernel is disabled (e.g. scheduler, locking).
Mitchell implemented equivalent functionality for FreeBSD – a distinct implementation, but modelled on the one in Linux. These patches are currently in review, as are minor changes to Syzkaller to use the new interface on FreeBSD.
We still have some additional work to fully integrate Syzkaller and run it on a consistent basis, but the brief testing that has been completed suggests this work will provide a very valuable improvement in test coverage and opportunities for system hardening: we tested Syzkaller with Mitchell’s code coverage patch over a weekend. It provoked kernel crashes hundreds of times faster than without his work.
– contributed by Ed Maste