Deep in the Dark - Deep Learning-Based Malware Traffic Detection Without Expert Knowledge.
Gonzalo MarínPedro CasasGermán CapdehouratPublished in: IEEE Symposium on Security and Privacy Workshops (2019)
Keyphrases
- deep learning
- expert knowledge
- expert systems
- unsupervised feature learning
- unsupervised learning
- domain knowledge
- domain experts
- machine learning
- bayesian networks
- fuzzy logic
- knowledge base
- deep architectures
- malware detection
- restricted boltzmann machine
- prior knowledge
- weakly supervised
- anomaly detection
- deep belief networks
- object detection
- artificial intelligence
- neural network
- higher order
- general purpose
- natural language processing
- data sets
- pairwise
- decision trees
- learning algorithm
- data mining