1 citations · 1 across the 4 of their papers we have counts for
4 papers
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…
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…
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…
Quantifying and Managing Impacts of Concept Drifts on IoT Traffic Inference in Residential ISP Networks
Arman Pashamokhtari, Norihiro Okui, Masataka Nakahara +3
Millions of vulnerable consumer IoT devices in home networks are the enabler for cyber crimes putting user privacy and Internet security at risk. Internet service providers (ISPs)…