Maintaining IoT Device Identification under Concept Drift via Budget-Aware Traffic Labeling

Shayan Azizi, Norihiro Okui, Masataka Nakahara +3

Identification of IoT device types from passive traffic is increasingly used for security management in enterprise and ISP networks. However, the performance of machine learning-ba…