A Comparative Study of Anomaly Detection Techniques for Smart City Wireless Sensor Networks

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

(2016) Sarah M. Erfani et al.   PATTERN RECOGNITION

An Improved ARIMA-Based Traffic Anomaly Detection Algorithm for Wireless Sensor Networks

(2016) Qin Yu et al.   International Journal of Distributed Sensor Networks

Lightweight Anomaly Detection for Wireless Sensor Networks

(2015) Pu Cheng et al.   International Journal of Distributed Sensor Networks

Ward’s Hierarchical Agglomerative Clustering Method: Which Algorithms Implement Ward’s Criterion?

(2014) Fionn Murtagh et al.   JOURNAL OF CLASSIFICATION

One class random forests

(2013) Chesner Désir et al.   PATTERN RECOGNITION

A Distributed Signature Detection Method for Detecting Intrusions in Sensor Systems

(2013) Ilkyu Kim et al.   SENSORS

Characteristics and classification of outlier detection techniques for wireless sensor networks in harsh environments: a survey

(2012) Nauman Shahid et al.   ARTIFICIAL INTELLIGENCE REVIEW

Statistics-based outlier detection for wireless sensor networks

(2012) Y. Zhang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

DLS: A dynamic local stitching mechanism to rectify transmitting path fragments in wireless sensor networks

(2012) Ting Yang et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Secure and efficient disjoint multipath construction for fault tolerant routing in wireless sensor networks

(2011) Y. Challal et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Anomaly detection in wireless sensor networks: A survey

(2011) Miao Xie et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Support Vector Machines for TCP traffic classification

(2009) Alice Este et al.   Computer Networks