デバイス識別手法

Position paper: A systematic framework for categorising IoT device fingerprinting mechanisms

Authors: Poonam Yadav, Angelo Feraudo, Budi Arief, Siamak F. Shahandashti, Vassilios G. Vassilakis | Published: 2020-10-16 | Updated: 2020-10-19
デバイス識別手法
機械学習
特徴抽出手法

The Dark (and Bright) Side of IoT: Attacks and Countermeasures for Identifying Smart Home Devices and Services

Authors: Ahmed Mohamed Hussain, Gabriele Oligeri, Thiemo Voigt | Published: 2020-09-16 | Updated: 2021-07-25
デバイス識別手法
機械学習
通信効率

Cost-aware Feature Selection for IoT Device Classification

Authors: Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat, Gareth W. Peters, Mohan Gurusamy | Published: 2020-09-02 | Updated: 2021-04-21
デバイス識別手法
マルチクラス分類
最適化戦略

A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets

Authors: Pedro Miguel Sánchez Sánchez, Jose María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez | Published: 2020-08-07 | Updated: 2021-03-03
データ抽出と分析
デバイス識別手法
リソース使用分析

IoT Behavioral Monitoring via Network Traffic Analysis

Authors: Arunan Sivanathan | Published: 2020-01-28
IoTトラフィック特性
セキュリティ分析
デバイス識別手法