IoT Security

Explainable Artificial Intelligence for Smart City Application: A Secure and Trusted Platform

Authors: M. Humayn Kabir, Khondokar Fida Hasan, Mohammad Kamrul Hasan, Keyvan Ansari | Published: 2021-10-31
IoT Security
Application of XAI
Transparency and Verification

Timely Detection and Mitigation of Stealthy DDoS Attacks via IoT Networks

Authors: Keval Doshi, Yasin Yilmaz, Suleyman Uludag | Published: 2020-06-15
DDoS Attack
IoT Security
Intrusion Detection System

Towards a secure behavior modeling for IoT networks using Blockchain

Authors: Jawad Ali, Ahmad Shahrafidz Khalid, Eiad Yafi, Shahrulniza Musa, Waqas Ahmed | Published: 2020-01-06
IoT Security
Trusted Capable Model Environments
Deep Learning

RadIoT: Radio Communications Intrusion Detection for IoT – A Protocol Independent Approach

Authors: Jonathan Roux, Eric Alata, Guillaume Auriol, Mohamed Kaâniche, Vincent Nicomette, Romain Cayre | Published: 2018-11-09
IoT Security
Signal Analysis
Attack Evaluation

Security for Machine Learning-based Systems: Attacks and Challenges during Training and Inference

Authors: Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Muhammad Shafique | Published: 2018-11-05
IoT Security
Poisoning Attack
Model Extraction Attack

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

PUF-AES-PUF: a novel PUF architecture against non-invasive attacks

Authors: Weize Yu, Jia Chen | Published: 2018-09-11
IoT Security
Robustness Improvement Method
Encryption Method

IoTDots: A Digital Forensics Framework for Smart Environments

Authors: Leonardo Babun, Amit Kumar Sikder, Abbas Acar, A. Selcuk Uluagac | Published: 2018-09-03
FR Detection Mechanism
IoT Security
Crime Detection

Peek-a-Boo: I see your smart home activities, even encrypted!

Authors: Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, Selcuk Uluagac | Published: 2018-08-08 | Updated: 2020-05-13
IoT Security
Traffic Characteristic Analysis
Machine Learning Method