Evaluation of contemporary intrusion detection systems for internet of things environment

V Choudhary, S Tanwar, T Choudhury - Multimedia Tools and …, 2024 - Springer
Abstract Internet of Things (IoT) involves wide-ranging devices connected through the
Internet with an aim to enable coherent communication amongst them without human …

Isma: Intelligent sensing model for anomalies detection in cross platform osns with a case study on iot

V Sharma, I You, R Kumar - IEEE Access, 2017 - ieeexplore.ieee.org
In the recent years, the user activities over online social networks (OSNs) have increased
tremendously. A large number of users share information across the different social …

Hybrid of anomaly-based and specification-based IDS for Internet of Things using unsupervised OPF based on MapReduce approach

H Bostani, M Sheikhan - Computer Communications, 2017 - Elsevier
Abstract Internet of Things (IoT) is a novel paradigm in computer networks in which resource-
constrained objects connect to unreliable Internet by using a wide range of technologies …

[HTML][HTML] Smart home anomaly-based IDS: Architecture proposal and case study

A Lara, V Mayor, R Estepa, A Estepa, JE Díaz-Verdejo - Internet of Things, 2023 - Elsevier
The complexity and diversity of the technologies involved in the Internet of Things (IoT)
challenge the generalization of security solutions based on anomaly detection, which should …

Integrating complex event processing and machine learning: An intelligent architecture for detecting IoT security attacks

J Roldán, J Boubeta-Puig, JL Martínez… - Expert Systems with …, 2020 - Elsevier
Abstract The Internet of Things (IoT) is growing globally at a fast pace: people now find
themselves surrounded by a variety of IoT devices such as smartphones and wearables in …

Fog-empowered anomaly detection in IoT using hyperellipsoidal clustering

L Lyu, J Jin, S Rajasegarar, X He… - IEEE Internet of …, 2017 - ieeexplore.ieee.org
Anomaly detection is important for time-critical Internet of Things (IoT) applications, such as
healthcare and emergency management. The recent introduction of Fog computing …

Anomaly events classification and detection system in critical industrial internet of things infrastructure using machine learning algorithms

GEI Selim, EZZED Hemdan, AM Shehata… - Multimedia Tools and …, 2021 - Springer
Abstract Industrial Control System is used in the industrial process for reducing the human
factor burden and handling the complex industrial system process and communications …

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 …

A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - Journal of Network and …, 2017 - Elsevier
Abstract Internet of Things (IoT) is a new paradigm that integrates the Internet and physical
objects belonging to different domains such as home automation, industrial process, human …

[HTML][HTML] Anomaly-based intrusion detection systems in iot using deep learning: A systematic literature review

MA Alsoufi, S Razak, MM Siraj, I Nafea, FA Ghaleb… - Applied sciences, 2021 - mdpi.com
The Internet of Things (IoT) concept has emerged to improve people's lives by providing a
wide range of smart and connected devices and applications in several domains, such as …