A PDF Malware Detection Method Using Extremely Small Training Sample Size.
Ran LiuCynthia MatuszekCharles NicholasPublished in: DocEng (2023)
Keyphrases
- detection method
- sample size
- small sample
- number of training samples
- detection algorithm
- model selection
- face detection
- random sample
- upper bound
- random sampling
- probability density function
- pac learning
- training set
- progressive sampling
- small sample size
- worst case
- small samples
- variance reduction
- statistical power
- vc dimension
- generalization error
- statistical hypothesis testing
- data sets
- mixture model
- low dimensional
- uniform sampling