IDSA-IoT: an intrusion detection system architecture for IoT networks

GW Cassales, H Senger, ER de Faria… - 2019 IEEE Symposium …, 2019 - ieeexplore.ieee.org
… a distributed intrusion detection system for IoT scenarios with … First, we propose an intrusion
detection architecture that … learning methods for cyber security intrusion detection,” IEEE …

Deep learning in IoT intrusion detection

S Tsimenidis, T Lagkas, K Rantos - Journal of network and systems …, 2022 - Springer
… We start with the foundations of IoT architecture, IoT intrusions, and IDS. Then, a discussion
… These two weaknesses make knowledge-based detection systems inappropriate for the …

An intrusion detection system for the internet of things based on machine learning: Review and challenges

A Adnan, A Muhammed, AA Abd Ghani, A Abdullah… - Symmetry, 2021 - mdpi.com
… based on complex system architecture from the … architecture makes the system vulnerable
to attacks. This has motivated researchers to extend any advanced system with a security layer …

IoT intrusion detection taxonomy, reference architecture, and analyses

K Albulayhi, AA Smadi, FT Sheldon, RK Abercrombie - Sensors, 2021 - mdpi.com
learning (DL) approaches for intrusion-detection systems (… within the standard architecture
layers of IoT systems and then … intrusion-detection system is an intrusion detection system for …

A review of intrusion detection system in IoT with machine learning approach: current and future research

EP Nugroho, T Djatna, IS Sitanggang… - … on science in …, 2020 - ieeexplore.ieee.org
… , an intrusion detection system that involves machine learning techniques is needed. Intrusion
Detection System (IDS) is targeted to get intrusion in … in 4 -layer architectures are consist of …

Intrusion detection system for Internet of Things based on a machine learning approach

C Liang, B Shanmugam, S Azam… - … on Vision Towards …, 2019 - ieeexplore.ieee.org
… the combination of machine learning technologies with an intrusion detection system is an
… used for IoT. This research involves the design of a novel intrusion detection system and the …

Building a intrusion detection system for IoT environment using machine learning techniques

KS Kiran, RNK Devisetty, NP Kalyan… - Procedia Computer …, 2020 - Elsevier
… The overall architectural diagram of IoT based test bed system to study cyber-attacks on …
study, an IoT based platform was built and it served as a test bed to understand and perform IoT

DL‐IDS: a deep learning–based intrusion detection framework for securing IoT

Y Otoum, D Liu, A Nayak - Transactions on Emerging …, 2022 - Wiley Online Library
IoT devices, we propose a new deep learning–based intrusion detection system (DL-IDS)
to detect security … feature embedding learning architecture has been proposed for intrusion

Network intrusion detection for IoT security based on learning techniques

N Chaabouni, M Mosbah, A Zemmari… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… , the importance of Intrusion Detection Systems (IDSs) for IoT is … IoT systems is IDSs or
Network Intrusion Detection Systems (… IoT NIDS proposal with a special focus on architectures, …

[PDF][PDF] Towards Machine Learning Based Intrusion Detection in IoT Networks.

N Islam, F Farhin, I Sultana, MS Kaiser… - … Materials & Continua, 2021 - cdn.techscience.cn
… nature, an IoT network is a layered architecture where every … technique for intrusion detection
in the IoT environment. We … intrusion detection systems with a general introduction to IoT