A fast and scalable method for threat detection in large-scale DNS logs.
Ron BegleiterYuval EloviciYona HollanderOri MendelsonLior RokachRoi SaltzmanPublished in: IEEE BigData (2013)
Keyphrases
- detection method
- detection algorithm
- significant improvement
- high accuracy
- high precision
- cost function
- preprocessing
- computational cost
- support vector machine
- theoretical analysis
- support vector machine svm
- clustering method
- synthetic data
- neural network
- experimental evaluation
- prior knowledge
- model selection
- anomaly detection
- image sequences