Network intrusion detection for IoT security based on learning techniques
… 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 …
… 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 …
about intrusion detection in IoT. … addressed the challenges that IoT particularities pose for …
Deep learning-based intrusion detection for IoT networks
… 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 …
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.
… 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 …
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
… 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…
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
… 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/…
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
… 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 …
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
… network (CNN) based model to improve the IoT network's performance and security. We have
investigated a deep-learning model in an IoT network … IoT to predict any possible intrusion …
investigated a deep-learning model in an IoT network … IoT to predict any possible intrusion …
Adversarial attacks against network intrusion detection in IoT systems
… subtle differences between normal and malicious network activities. Although a variety of …
DL-based network intrusion detection systems (NIDSs) in the Internet-ofThings environment, …
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 …
intrusion detection system from … IoT intrusion detection system for safer and more secure IoT …
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