An Improved Intrusion Detection Approach using Synthetic Minority Over-Sampling Technique and Deep Belief Network.
Syed Hasan AdilSyed Saad Azhar AliKamran RazaAarij Mahmood HussaanPublished in: SoMeT (2014)
Keyphrases
- intrusion detection
- deep belief networks
- intrusion detection system
- anomaly detection
- network intrusion detection
- network security
- network traffic
- data mining
- minority class
- detecting anomalous
- restricted boltzmann machine
- network intrusion
- hierarchical models
- high detection rate
- deep learning
- computer networks
- generative model
- alert correlation
- intrusion prevention
- real world
- distributed systems
- probabilistic model
- bayesian networks
- sparse coding
- neural network