A Convolutional Auto-Encoder Method for Anomaly Detection on System Logs.

Yu Cui Yiping Sun Jinglu Hu Gehao Sheng

Published in: SMC (2018)

Keyphrases

anomaly detection
one class support vector machines
pattern recognition
unsupervised learning
intrusion detection
learning algorithm
feature extraction
similarity measure
reinforcement learning
pairwise
probabilistic model
input data
model selection
bit rate
network traffic
network intrusion detection