Security Evaluation of Support Vector Machines in Adversarial Environments.
Battista BiggioIgino CoronaBlaine NelsonBenjamin I. P. RubinsteinDavide MaiorcaGiorgio FumeraGiorgio GiacintoFabio RoliPublished in: CoRR (2014)
Keyphrases
- support vector
- learning machines
- information security
- large margin classifiers
- cross validation
- multi agent
- evaluation method
- real world
- computer security
- security policies
- feature selection
- access control
- intrusion detection
- network security
- training set
- evaluation criteria
- dynamic environments
- statistical databases
- learning algorithm
- security requirements
- security systems
- sensor networks