A Generic Binary Analysis Method for Malware.
Tomonori IzumidaKokichi FutatsugiAkira MoriPublished in: IWSEC (2010)
Keyphrases
- computational complexity
- cost function
- dynamic programming
- experimental evaluation
- detection method
- support vector machine svm
- mutual information
- significant improvement
- computational cost
- high accuracy
- similarity measure
- computationally efficient
- model selection
- multiresolution
- image analysis
- data sets
- classification accuracy
- prior knowledge
- theoretical analysis
- preprocessing
- optimization algorithm
- high precision