Device Identification Method

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
Device Identification Method
Machine Learning
Feature Extraction Method
2020.10.16 2025.05.28
Literature Database

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
Device Identification Method
Machine Learning
Communication Efficiency
2020.09.16 2025.05.28
Literature Database

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
Device Identification Method
Multi-Class Classification
Optimization Strategy
2020.09.02 2025.05.28
Literature Database

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
Data Extraction and Analysis
Device Identification Method
Resource Usage Analysis
2020.08.07 2025.05.28
Literature Database

IoT Behavioral Monitoring via Network Traffic Analysis

Authors: Arunan Sivanathan | Published: 2020-01-28
IoT Traffic Characteristics
Security Analysis
Device Identification Method
2020.01.28 2025.05.28
Literature Database