It has been estimated that malicious code (viruses, worms, and Trojan horses) have caused over $75 billion in economic losses in the U.S. through 2007. As a result, continuous traffic monitoring and accurate detection of traffic anomalies and attacks are extremely critical for large network operators, as well as for enterprise networks that provide