基于关系嵌入的物联网未知攻击检测方法

李智慧,邓琨,许聪源

Method for detecting unknown IoT attack based on relational embedding

Zhihui LI,Kun DENG,Congyuan XU

表 2 所提方法的消融实验

Tab.2 Ablation study of proposed method

数据集 方法 实验设置 Ac /% CICIOT2023 Baseline 5-way 5-shot 91.82 Baseline 5-way 10-shot 92.62 + WTConv 5-way 5-shot 93.50 + WTConv 5-way 10-shot 93.12 BotIoT Baseline 5-way 5-shot 98.56 Baseline 5-way 10-shot 98.73 + WTConv 5-way 5-shot 99.30 + WTConv 5-way 10-shot 99.33