Probabilistic Inference on Integrity for Access Behavior Based Malware Detection.
Weixuan MaoZhongmin CaiDon TowsleyXiaohong GuanPublished in: RAID (2015)
Keyphrases
- probabilistic inference
- malware detection
- graphical models
- malicious executables
- bayesian networks
- belief networks
- conditional probabilities
- weighted model counting
- context specific independence
- approximate inference
- anomaly detection
- influence diagrams
- message passing
- application programming interface
- bayesian belief networks
- variable elimination
- elimination algorithm
- api calls
- probabilistic model
- semi supervised
- distributed systems
- high dimensional
- model selection
- training set
- belief propagation
- training data
- learning algorithm
- data sets