Anomaly Intrusions Detection Based on Support Vector Machines with an Improved Bat Algorithm.
Adriana-Cristina EnacheValentin SgarciuPublished in: CSCS (2015)
Keyphrases
- detection algorithm
- detection method
- computational cost
- anomaly detection
- dynamic programming
- preprocessing
- optimal solution
- times faster
- optimization algorithm
- np hard
- k means
- segmentation algorithm
- intrusion detection
- anti noise
- data structure
- false detections
- theoretical analysis
- detection scheme
- high accuracy
- worst case
- improved algorithm
- cost function
- significant improvement
- detection rate
- recognition algorithm
- matching algorithm
- particle swarm optimization
- detection accuracy
- unsupervised learning
- expectation maximization
- data sets
- simulated annealing
- experimental evaluation
- search space
- similarity measure
- decision trees
- learning algorithm