S-ADS: spectrogram image-based anomaly detection system for IoT networks
The Internet of things (IoT) is the smart concept of connecting devices equipped with various
sensors, actuators, memory, computational and communicational capabilities using the …
sensors, actuators, memory, computational and communicational capabilities using the …
MS‐ADS: multistage spectrogram image‐based anomaly detection system for IoT security
The innovative computing idea of Internet‐of‐Things (IoT) architecture has gained
tremendous popularity over the last decade, resulting in an exponential increase in the …
tremendous popularity over the last decade, resulting in an exponential increase in the …
A spectrogram image-based network anomaly detection system using deep convolutional neural network
The dynamics of computer networks have changed rapidly over the past few years due to a
tremendous increase in the volume of the connected devices and the corresponding …
tremendous increase in the volume of the connected devices and the corresponding …
[HTML][HTML] Anomaly-based intrusion detection system for IoT application
Abstract Internet-of-Things (IoT) connects various physical objects through the Internet and it
has a wide application, such as in transportation, military, healthcare, agriculture, and many …
has a wide application, such as in transportation, military, healthcare, agriculture, and many …
[HTML][HTML] Anomaly detection using deep neural network for IoT architecture
The revolutionary idea of the internet of things (IoT) architecture has gained enormous
popularity over the last decade, resulting in an exponential growth in the IoT networks …
popularity over the last decade, resulting in an exponential growth in the IoT networks …
[HTML][HTML] Unleashing the power of Bat optimized CNN-BiLSTM model for advanced network anomaly detection: Enhancing security and performance in IoT …
F Antonius, JC Sekhar, VS Rao, R Pradhan… - Alexandria Engineering …, 2023 - Elsevier
Abstract The growth of IoT (Internet of Things) devices has revolutionized several industries
and brought about novel security threats. Recognizing network anomalies that may point to …
and brought about novel security threats. Recognizing network anomalies that may point to …
Efficient approach for anomaly detection in internet of things traffic using deep learning
The network intrusion detection system (NIDs) is a significant research milestone in
information security. NIDs can scan and analyze the network to detect an attack or anomaly …
information security. NIDs can scan and analyze the network to detect an attack or anomaly …
Anomaly detection using deep learning approach for IoT smart city applications
S Shibu, S Kirubakaran, KP Remamany… - Multimedia Tools and …, 2024 - Springer
With the advancements of IoT devices, many smart applications start to rule this era. In
particular, smart cities has been adapted and realized by many countries around the world …
particular, smart cities has been adapted and realized by many countries around the world …
Improvement of Anomaly Detection System in the IoT Networks using CNN-LSTM Approach
H Benaddi, M Jouhari, K Ibrahimi… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
In the last few years, there has been a massive increase in Internet of Things (IoT) devices
and the data generated from these appliances. Devices involved in IoT networks can be …
and the data generated from these appliances. Devices involved in IoT networks can be …
DL-ADS: Improved Grey Wolf Optimization Enabled AE-LSTM Technique for Efficient Network Anomaly Detection in Internet of Thing Edge computing
J Manokaran, G Vairavel - IEEE Access, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) technology has begun to proliferate in recent years, which
simultaneously increases the number of attacks. Owing to the massive volume and multi …
simultaneously increases the number of attacks. Owing to the massive volume and multi …