Vulnerabilities in anti virus software

What are the vulnerabilities inherent in anti virus programs? With the ways anti virus software use largest system resource and privileges, an attack lunch at the anti virus prog can cause a great problem to the anti virus prog and the overall system it claims to protect. How can these vulnerabilities be exploited by attackers and how can it mitigate?
