Secure Kernel Machines against Evasion Attacks.
Paolo RussuAmbra DemontisBattista BiggioGiorgio FumeraFabio RoliPublished in: AISec@CCS (2016)
Keyphrases
- kernel machines
- countermeasures
- support vector
- semi supervised
- kernel function
- information security
- reproducing kernel hilbert space
- semi supervised learning
- kernel methods
- learning problems
- multiple kernel learning
- learning machines
- learning scheme
- support vector machine
- multi task
- kernel learning
- neural network
- gaussian process
- pairwise
- learning algorithm