Formal Modeling of a Kind of IDS and Research of Its Detection Technology
Peng Yali, Deng Mingxing, Jiangang Deng, Min Yu · 2009
The specification language Z is almost entirely applied to design of large software system. However, nothing is done in applying Z to developing security-critical systems. The intrusion detection technology is one of the most important dynamic security technologies, which can be used in the critical security system construction and the basic service protection. Apparently, applying formal specification to the procedure of developing an intrusion detection system can fulfill their security requirement and win the confidence of users of the secured systems. Taking a DDoS intrusion detection system as an example, we establish integrity sub-regular database through analyzing the default characteristics and universal characteristics in communication of DDoS attack, which can guarantee fast and effective detection in each appeared DDoS attack. At the same time, we use the simple association rules mining algorithm mine new rules and their association pattern to detect the unknown attack, and illustrate how Z can be used to specify and model the security-critical systems.