2 papers
cs.NI2026
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…
cs.IR2025
From Flows to Functions: Macroscopic Behavioral Fingerprinting of IoT Devices via Network Services
Shayan Azizi, Norihiro Okui, Masataka Nakahara +2
Identifying devices such as cameras, printers, voice assistants, or health monitoring sensors, collectively known as the Internet of Things (IoT), within a network is a critical op…