3 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…
cs.CR2024
Self-adaptive Traffic Anomaly Detection System for IoT Smart Home Environments
Naoto Watanabe, Taku Yamazaki, Takumi Miyoshi +4
With the growth of internet of things (IoT) devices, cyberattacks, such as distributed denial of service, that exploit vulnerable devices infected with malware have increased. Ther…