Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks

Tolga Ergen, Ali Hassan Mirza, Suleyman Serdar Kozat

We investigate anomaly detection in an unsupervised framework and introduce Long Short Term Memory (LSTM) neural network based algorithms. In particular, given variable length data…