Range hash for regular expression pre-filtering
Masanori Bando, N. Sertac Artan, Rihua Wei, Xiangyi Guo, H. Jonathan Chao · 2010
Recently, major Internet carriers and vendors successfully tested high-speed backbone networks at 100-Gbps line speed to support rapid growth of the Internet traffic demands. In addition, traffic is getting more concentrated to points such as data centers, and demand for protecting such high-speed networks from attack traffic is increasing. Deep Packet Inspection (DPI) with Regular Expression (RegEx) detection is the de facto defense mechanism agains network intrusions. However, current RegEx detection systems cannot keep up with the upcoming high-speed line rate. The RegExes consist of three types of components, exact strings, character classes (CC), and repetitions. Exact string and repetition matching have been widely studied by RegEx research community for better performance. Yet, although more than 55% of RegExes in Snort signature set contain at least one CC, hardware based solutions that focus on CC detection is limited.