Learning and Classification of Malware Behavior.

Konrad Rieck Thorsten Holz Carsten Willems Patrick Düssel Pavel Laskov

Published in: DIMVA (2008)

Keyphrases

supervised learning
learning process
decision trees
reinforcement learning
preprocessing
learning algorithm
automatic classification
statistical learning

incremental learning
online learning
training set
pattern recognition
feature selection
classification accuracy
support vector machine
feature space

autonomous robots
machine learning
learning tasks
learning phase
rule learning
inductive inference
classification models
bayesian networks

pattern classification
learning problems
machine learning methods
benchmark datasets
machine learning algorithms
unsupervised learning
image classification
prior knowledge