IoT Traffic Characteristics

IoT Behavioral Monitoring via Network Traffic Analysis

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

Detecting Target-Area Link-Flooding DDoS Attacks using Traffic Analysis and Supervised Learning

Authors: Mostafa Rezazad, Matthias R. Brust, Mohammad Akbari, Pascal Bouvry, Ngai-Man Cheung | Published: 2019-03-01
DDoS Attack
IoT Traffic Characteristics
Unknown Attack Detection

On the Activity Privacy of Blockchain for IoT

Authors: Ali Dorri, Clemence Roulin, Raja Jurdak, Salil Kanhere | Published: 2018-12-21 | Updated: 2019-03-14
IoT Traffic Characteristics
User Behavior Analysis
Attack Detection

A 0.16pJ/bit Recurrent Neural Network Based PUF for Enhanced Machine Learning Atack Resistance

Authors: Nimesh Shah, Manaar Alam, Durga Prasad Sahoo, Debdeep Mukhopadhyay, Arindam Basu | Published: 2018-12-13
IoT Traffic Characteristics
Simulation Environment
Robustness

Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset

Authors: Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Benjamin Turnbull | Published: 2018-11-02
IoT Traffic Characteristics
Performance Evaluation Method
Feature Selection Method

Identification of Wearable Devices with Bluetooth

Authors: Hidayet Aksu, A. Selcuk Uluagac, Elizabeth S. Bentley | Published: 2018-09-27
IoT Security
IoT Traffic Characteristics
Performance Evaluation Metrics

Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data

Authors: Simon Duque Anton, Lia Ahrens, Daniel Fraunholz, Hans Dieter Schotten | Published: 2018-09-20
IoT Security
IoT Traffic Characteristics
Anomaly Detection Method