Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery.
John BoutsikasMaksim Ekin ErenCharles K. VargaEdward RaffCynthia MatuszekCharles NicholasPublished in: CoRR (2021)
Keyphrases
- monte carlo
- feature set
- importance sampling
- monte carlo simulation
- monte carlo tree search
- simulation study
- markov chain
- monte carlo methods
- decision trees
- training data
- matrix inversion
- feature vectors
- point processes
- optimal strategy
- particle filter
- adaptive sampling
- naive bayes
- training set
- global illumination
- markovian decision
- support vector
- data mining
- temporal difference
- monte carlo method
- stochastic approximation
- game tree search
- knowledge discovery
- feature extraction
- temporal difference learning
- test set
- bayesian networks
- feature subset
- kernel methods