通过对入侵检测技术和自适应神经-直觉模糊推理系统的研究,设计并实现了基于自适应直觉模糊推理的入侵检测系统.首先,详细阐述了系统的总体框架设计及各模块的设计.其次,选用KDDCUP99数据集作为入侵检测数据集,对设计的入侵检测系统进行实现,并详细叙述了具体的检测步骤.最后,通过获得的检测结果验证了系统的可行性.
Through studying the intrusion detection technology and Adaptive Neuro-lntuitionistic Fuzzy Inference System, the intrusion detection system based on Adaptive Neuro-Intuitionistic Fuzzy Inference System (ANIFIS) is designed and realized. First, the main framework design of the system and every module's design are introduced. Then, the intrusion detection system is realized which use KDD CUP 99 dataset as intrusion detection dataset and the step of detection is also introduced. Finally, the validity of the system is verified by the result of detection.