DeepSec meets RawPower - Deep Learning for Detection of Network Attacks Using Raw Representations.
Gonzalo MarínPedro CasasGermán CapdehouratPublished in: SIGMETRICS Perform. Evaluation Rev. (2018)
Keyphrases
- deep learning
- network attacks
- unsupervised feature learning
- intrusion detection
- network intrusion detection
- intrusion detection system
- deep belief networks
- machine learning
- network security
- unsupervised learning
- anomaly detection
- dos attacks
- detection algorithm
- model selection
- lightweight
- object detection
- multi class
- computer networks
- support vector machine
- mental models
- training data
- feature extraction
- feature selection
- computer vision
- data mining