Autoencoders and Generative Adversarial Networks for Anomaly Detection for Sequences.
Stephanie GerDiego KlabjanPublished in: CoRR (2019)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- unsupervised learning
- anomalous behavior
- network traffic
- denoising
- hidden markov models
- network intrusion detection
- unsupervised anomaly detection
- computer security
- intrusion detection system
- detect anomalies
- generative model
- one class support vector machines
- machine learning
- network security
- detecting anomalous
- network anomaly detection
- image processing
- behavior analysis
- computer vision
- cumulative sum
- connectionist systems
- social networks
- network intrusion
- training data
- pairwise
- high dimensional