Abstract: This thesis begins with briefly describing a few vulnerability classes that exist in today’s software. We then continue by describing how these vulnerabilities could be discovered through dynamic testing. Both general testing techniques and existent tools are mentioned.

The second half of this thesis present and evaluates a new flexible architecture. This new architecture has the ability to combine different approaches and create a more flexible environment from where the testing can be conducted. This new flexible architecture aims towards reducing maintenance and/or adaptation time for existing tools or frameworks. The architecture consists of a given set of plug-ins that can be easily replaced to adapt test as needed. We evaluate this architecture by implementing test plug-ins. We also use this architecture and a set of test plug-ins to generate a fuzzer targeted to test a known vulnerable server.