Lightweight collaborative anomaly detection for the IoT using blockchain
Due to their rapid growth and deployment, the Internet of things (IoT) have become a central
aspect of our daily lives. Unfortunately, IoT devices tend to have many vulnerabilities which …
aspect of our daily lives. Unfortunately, IoT devices tend to have many vulnerabilities which …
CIoTA: Collaborative IoT anomaly detection via blockchain
Due to their rapid growth and deployment, Internet of things (IoT) devices have become a
central aspect of our daily lives. However, they tend to have many vulnerabilities which can …
central aspect of our daily lives. However, they tend to have many vulnerabilities which can …
Scalable anomaly-based intrusion detection for secure Internet of Things using generative adversarial networks in fog environment
W Yao, H Shi, H Zhao - Journal of Network and Computer Applications, 2023 - Elsevier
The data generated exponentially by a massive number of devices in the Internet of Things
(IoT) are extremely high-dimensional, large-scale, non-labeled, which poses great …
(IoT) are extremely high-dimensional, large-scale, non-labeled, which poses great …
A comprehensive study of anomaly detection schemes in IoT networks using machine learning algorithms
The Internet of Things (IoT) consists of a massive number of smart devices capable of data
collection, storage, processing, and communication. The adoption of the IoT has brought …
collection, storage, processing, and communication. The adoption of the IoT has brought …
Decentralized federated learning for internet of things anomaly detection
With the improvement of computing power and the development of network technology,
Internet of Things (IoT) devices are widely used in many industries. But it also faces various …
Internet of Things (IoT) devices are widely used in many industries. But it also faces various …
Block hunter: Federated learning for cyber threat hunting in blockchain-based iiot networks
A Yazdinejad, A Dehghantanha… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Nowadays, blockchain-based technologies are being developed in various industries to
improve data security. In the context of the Industrial Internet of Things (IIoT), a chain-based …
improve data security. In the context of the Industrial Internet of Things (IIoT), a chain-based …
Edge‐based blockchain enabled anomaly detection for insider attack prevention in Internet of Things
Abstract Internet of Things (IoT) platforms are responsible for overall data processing in the
IoT System. This ranges from analytics and big data processing to gathering all sensor data …
IoT System. This ranges from analytics and big data processing to gathering all sensor data …
A deep blockchain framework-enabled collaborative intrusion detection for protecting IoT and cloud networks
There has been significant research in incorporating both blockchain and intrusion detection
to improve data privacy and detect existing and emerging cyberattacks, respectively. In …
to improve data privacy and detect existing and emerging cyberattacks, respectively. In …
DÏoT: A federated self-learning anomaly detection system for IoT
IoT devices are increasingly deployed in daily life. Many of these devices are, however,
vulnerable due to insecure design, implementation, and configuration. As a result, many …
vulnerable due to insecure design, implementation, and configuration. As a result, many …
Block-FeST: A blockchain-based federated anomaly detection framework with computation offloading using transformers
Internet of Things (IoT) devices generate a massive amount of data on a regular basis. This
data has the potential to revolutionize every sector by developing intelligent systems …
data has the potential to revolutionize every sector by developing intelligent systems …