Xai+ network security? Brandon University and others' latest "interpretable artificial intelligence in network security applications" overview, 33 page PDF describes its current situation, challenges,

Thesis link ：https://arxiv.org/abs/2206.03585

In the past few years , Artificial intelligence (AI) Technology has been applied to almost all vertical fields of human life . However , The results produced by AI models often lag behind the interpretability .AI Models often appear in black boxes where developers cannot explain or trace the reasons behind specific decisions . Explainable AI (XAI) It is a rapidly developing research field , It helps extract information , And visualize the generated results with the best transparency . This study on XAI The application in network security is widely summarized . Network security can protect the system 、 Networks and programs are protected from different types of attacks .XAI The use of has great potential in predicting such attacks . This paper gives a brief overview of network security and various forms of attacks . then , Discussed the tradition AI The use of technology and its related challenges , This is open XAI The door to use in various applications . It introduces XAI Implementation in various research projects and industries . Last , The lessons learned from these applications are emphasized to provide guidance for the scope of future research .