TrMAps: Trust management in specification-based misbehavior detection system for IMD-enabled artificial pancreas system

PV Astillo, G Choudhary, DG Duguma… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Advances of implantable medical devices (IMD) are transforming the traditional method of
providing medical treatment, especially those patients under the most challenging condition …

GEMLIDS-MIOT: A Green Effective Machine Learning Intrusion Detection System based on Federated Learning for Medical IoT network security hardening

I Ioannou, P Nagaradjane, P Angin… - Computer …, 2024 - Elsevier
The increasing use of Internet of Things (IoT) gadgets in a daily rate has heightened security
apprehension, particularly within the healthcare sector. In order to prevent the unauthorized …

Sentinel: A robust intrusion detection system for IoT networks using kernel-level system information

A Cosson, AK Sikder, L Babun, ZB Celik… - Proceedings of the …, 2021 - dl.acm.org
The concept of Internet of Things (IoT) has changed the way we live by integrating
commodity devices with cyberspace to automate our everyday tasks. Nowadays, IoT devices …

Ivycide: Smart Intrusion Detection System Against E-IoT Driver Threats

LP Rondon, L Babun, A Aris, K Akkaya… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The rise of Internet of Things (IoT) devices has led to the proliferation of smart environments
worldwide. Although commodity IoT devices are employed by ordinary end users, complex …

Intrusion detection system for IoMT through blockchain-based federated learning

B Zaabar, O Cheikhrouhou… - 2022 15th International …, 2022 - ieeexplore.ieee.org
Federated Learning (FL) is a feasible technology to collaboratively train a model without
sharing private data. This approach differs from traditional machine learning techniques …

Ensemble-based efficient anomaly detection for smart building control systems

NI Haque, MA Rahman… - 2021 IEEE 45th Annual …, 2021 - ieeexplore.ieee.org
Modern building control systems integrate the internet of things (IoT) for real-time monitoring
of the building's demand and manage the heating, ventilation, and air conditioning (HVAC) …

PoisonIvy: (In) secure Practices of Enterprise IoT Systems in Smart Buildings

LP Rondon, L Babun, A Aris, K Akkaya… - Proceedings of the 7th …, 2020 - dl.acm.org
The rise of IoT devices has led to the proliferation of smart buildings, offices, and homes
worldwide. Although commodity IoT devices are employed by ordinary end-users, complex …

HDMI-watch: Smart intrusion detection system against HDMI attacks

LP Rondon, L Babun, K Akkaya… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The High Definition Multimedia Interface (HDMI) is the backbone and the de-facto standard
for Audio/Video connections between video-enabled devices. Today, nearly ten billion HDMI …

SMDAps: A specification-based misbehavior detection system for implantable devices in artificial pancreas system

PV Astillo, J Jeong, WC Chien, B Kim… - Journal of Internet …, 2021 - jit.ndhu.edu.tw
Implantable medical devices are playing a key role in the paradigm shift of providing
healthcare services. Particularly, this paper highlights the role of artificial pancreas system …

[HTML][HTML] Efficient Deep Learning-Based Cyber-Attack Detection for Internet of Medical Things Devices

A Judith, GJW Kathrine, S Silas - Engineering Proceedings, 2023 - mdpi.com
The usage of IoT in the medical field, often referred to as IoMT, plays a vital role in facilitating
the exchange of sensitive data among medical devices. This capability significantly …