A Review of Fuzzing Tools and Methods James Fell,
[email protected] Originally published in PenTest Magazine on 10th March 2017 1 Introduction Identifying vulnerabilities in software has long been an important research problem in the field of information security. Over the last decade, improvements have been made to programming languages, compilers and software engineering methods aimed at reducing the number of vulnerabilities in software [26]. In addition, exploit mitigation features such as Data Execution Prevention (DEP) [65] and Address Space Layout Randomisation (ASLR) [66] have been added to operating systems aimed at making it more difficult to exploit the vulnerabilities that do exist. Nevertheless, it is fair to say that all software applications of any significant size and complexity are still likely to contain undetected vulnerabilities and it is also frequently possible for skilled attackers to bypass any defences that are implemented at the operating system level [6, 7, 12, 66]. There are many classes of vulnerabilities that occur in software [64]. Ultimately they are all caused by mistakes that are made by programmers. Some of the most common vulnerabilities in binaries are stack based and heap based buffer overflows, integer overflows, format string bugs, off-by-one vulnerabilities, double free and use-after-free bugs [5]. These can all lead to an attacker hijacking the path of execution and causing his own arbitrary code to be executed by the victim. In the case of software running with elevated privileges this can lead to the complete compromise of the host system on which it is running.