Beyond the Last Layer: Deep Feature Loss Functions in Side-channel Analysis.
Trevor YapStjepan PicekShivam BhasinPublished in: ASHES@CCS (2023)
Keyphrases
- loss function
- squared error
- pairwise
- loss minimization
- learning to rank
- logistic regression
- risk minimization
- support vector
- reproducing kernel hilbert space
- empirical risk
- feature vectors
- boosting framework
- learning models
- hinge loss
- convex loss functions
- feature set
- boosting algorithms
- learning problems
- markov random field
- high dimensional