A Chatterjee, BS Ahmed - Internet of Things, 2022 - Elsevier
… IoTanomalydetection has a wide range of applications … The literature on the subject of anomalydetection in the IoT is … and an ensembler component with a high-level architecture. …
A Huč, D Trček - IEEE Access, 2021 - ieeexplore.ieee.org
… Summing up, this paper presents a new approach to anomaliesdetection in IoT networks as follows: • First, the general architecture reflects the networking reference models principles, …
SH Haji, SY Ameen - Asian J. Res. Comput. Sci, 2021 - researchgate.net
… To create a connection and extend IoT's services at each doorway, the IoTarchitecture is a … layers of the IoTarchitecture [23,27]. A typical IoTarchitecture mainly comprises three layers: …
… In particular, in IoT environments, anomalydetection very often … , we focus on the IoT time series anomalydetection problem by … Standardization: standardization of IoTarchitecture and …
… We compare our model with other state-of-the-art deep learning architectures for anomaly detection: RBM, SAE, and SDAE. As can be seen in Fig. 11, our model yields increased …
… In this work, we augment the CIoT architecture with anomalydetection capabilities at the IoT devices (edge) and the mobile core network servers (fog). Before going to details, we first …
… IoT systems and services agnostic to underlying applications and sensors are still at infancy [1]. In generalized view IoT analytics architecture… normally connects IoT platform through …
… hybrid anomalydetection system (ADS) for IoT. The proposed system utilizes cloud computing to detectanomalies … This architecture allows the IoT devices to detectanomalies in a local …
… In this section, we first describe our tailored Centralized and Distributed anomaly detection schemes to use with the Fog architecture, and then propose the Fog-Empowered …