I recently came across exploit-exercises.com which hosts Linux virtual servers which contain a number of vulnerabilities and hints on how to exploit them, although I haven’t yet had a chance to try any of them.

From the website:

exploit-exercises.com provides a variety of virtual machines, documentation and challenges that can be used to learn about a variety of computer security issues such as privilege escalation, vulnerability analysis, exploit development, debugging, reverse engineering.