Soteria: Detecting Adversarial Examples in Control Flow Graph-based Malware Classifiers.
Hisham AlasmaryAhmed AbusnainaRhongho JangMohammed AbuhamadAfsah AnwarDaeHun NyangDavid MohaisenPublished in: ICDCS (2020)
Keyphrases
- control flow
- data flow
- training examples
- software testing
- decision trees
- process model
- training data
- workflow management systems
- support vector
- training set
- semi supervised dimensionality reduction
- semi supervised
- active learning
- modeling language
- test set
- multi agent
- feature selection
- formal semantics
- computing power
- real world
- reactive systems
- business process models
- transition systems
- databases