色付き有限オートマトンの侵入検知システムへの応用

An Application of Colored Finite Automata to Intrusion Detection Systems

Creators Fujimoto Takumi

Creators Takahashi Yoshiaki

In recent years, colored finite automata (CFA), an extension of finite automata, have been proposed, and we are investigating their application to intrusion detection systems (IDS). By assigning “colors” to states, CFAs enable more detailed and multi-layered input identification beyond the binary accept/reject decisions of conventional automata. This research first implements an IDS utilizing these CFA. Subsequently, we aim to evaluate its attack detection accuracy using experimental data and demonstrate the usefulness of CFA-based IDS.

[ISSN]0387-9232

[NCID]AN00031668