Network intrusion detection for IoT security based on learning techniques

N Chaabouni, M Mosbah, A Zemmari… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… Our main focus is on network intrusion detection systems (NIDSs); hence, this paper reviews
… challenges while developing the IoT systems. We believe that IoT networks are different …

A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - Journal of Network and …, 2017 - Elsevier
IoT represents a significant challenge for information security researchers, we present a survey
about intrusion detection in IoT. … addressed the challenges that IoT particularities pose for …

Deep learning-based intrusion detection for IoT networks

M Ge, X Fu, N Syed, Z Baig, G Teo… - 2019 IEEE 24th …, 2019 - ieeexplore.ieee.org
intrusion detection system. In this paper, we present a novel intrusion detection scheme for
IoT networks … We adopt a newly published IoT dataset and generate generic features from the …

[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
… system for IoT networks and … for intrusion detection in the IoT environment. We begin with
the state-of-the-art of different intrusion detection systems with a general introduction to IoT

[HTML][HTML] Intrusion detection in IoT networks using deep learning algorithm

B Susilo, RF Sari - Information, 2020 - mdpi.com
… and deep-learning methods (convolutional neural network: CNN; multi-layer perceptron…
network-based intrusion detection system (NIDS) to conduct anomaly detection on an IoT network

Threat analysis of IoT networks using artificial neural network intrusion detection system

E Hodo, X Bellekens, A Hamilton… - … on Networks …, 2016 - ieeexplore.ieee.org
… This paper presents a threat analysis of the IoT and uses an Artificial Neural Network (ANN)
to … a neural network based approach for intrusion detection on IoT network to identify DDoS/…

Analyzing adversarial attacks against deep learning for intrusion detection in IoT networks

O Ibitoye, O Shafiq, A Matrawy - 2019 IEEE global …, 2019 - ieeexplore.ieee.org
… techniques for intrusion detection in traditional networks, in … for intrusion detection in the
context of IoT. We then demonstrate that deep learning models used for intrusion detection in IoT

Anomaly-based intrusion detection system for IoT networks through deep learning model

T Saba, A Rehman, T Sadad, H Kolivand… - Computers and Electrical …, 2022 - Elsevier
network (CNN) based model to improve the IoT network's performance and security. We have
investigated a deep-learning model in an IoT networkIoT to predict any possible intrusion

Adversarial attacks against network intrusion detection in IoT systems

H Qiu, T Dong, T Zhang, J Lu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… subtle differences between normal and malicious network activities. Although a variety of …
DL-based network intrusion detection systems (NIDSs) in the Internet-ofThings environment, …

[HTML][HTML] A novel deep learning-based intrusion detection system for IOT networks

A Awajan - Computers, 2023 - mdpi.com
IoT devices produce a large volume of data. However, the … Deep Neural Network-based IoT
intrusion detection system from … IoT intrusion detection system for safer and more secure IoT