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Smart anomaly detection in sensor systems: A multi-perspective review
Anomaly detection is concerned with identifying data patterns that deviate remarkably from
the expected behavior. This is an important research problem, due to its broad set of …
the expected behavior. This is an important research problem, due to its broad set of …
A survey of intrusion detection systems in wireless sensor networks
Wireless Sensor Networking is one of the most promising technologies that have
applications ranging from health care to tactical military. Although Wireless Sensor Networks …
applications ranging from health care to tactical military. Although Wireless Sensor Networks …
Anomaly detection in nanofibrous materials by CNN-based self-similarity
Automatic detection and localization of anomalies in nanofibrous materials help to reduce
the cost of the production process and the time of the post-production visual inspection …
the cost of the production process and the time of the post-production visual inspection …
Outlier detection techniques for wireless sensor networks: A survey
In the field of wireless sensor networks, those measurements that significantly deviate from
the normal pattern of sensed data are considered as outliers. The potential sources of …
the normal pattern of sensed data are considered as outliers. The potential sources of …
[HTML][HTML] A survey of outlier detection techniques in IoT: Review and classification
The Internet of Things (IoT) is a fact today where a high number of nodes are used for
various applications. From small home networks to large-scale networks, the aim is the …
various applications. From small home networks to large-scale networks, the aim is the …
Anomaly detection in wireless sensor networks: A survey
M **e, S Han, B Tian, S Parvin - Journal of Network and computer …, 2011 - Elsevier
Since security threats to WSNs are increasingly being diversified and deliberate, prevention-
based techniques alone can no longer provide WSNs with adequate security. However …
based techniques alone can no longer provide WSNs with adequate security. However …
In-network outlier detection in wireless sensor networks
To address the problem of unsupervised outlier detection in wireless sensor networks, we
develop an approach that (1) is flexible with respect to the outlier definition,(2) computes the …
develop an approach that (1) is flexible with respect to the outlier definition,(2) computes the …
Outlier detection approaches for wireless sensor networks: A survey
Over the past few years, wireless sensor networks have gained significant attention. They
have been distributed in the real world in order to collect valuable raw sensed data. Due to …
have been distributed in the real world in order to collect valuable raw sensed data. Due to …
Anomaly detection in wireless sensor networks
Anomaly detection in wireless sensor networks is an important challenge for tasks such as
fault diagnosis, intrusion detection, and monitoring applications. The algorithms developed …
fault diagnosis, intrusion detection, and monitoring applications. The algorithms developed …
[HTML][HTML] Spatial anomaly detection in sensor networks using neighborhood information
The field of wireless sensor networks (WSNs), embedded systems with sensing and
networking capability, has now matured after a decade-long research effort and …
networking capability, has now matured after a decade-long research effort and …