Profile Hidden Markov Model Malware Detection and API Call Obfuscation.
Muhammad AliMonem HamidJacob JasserJoachim LermanSamod ShettyFabio Di TroiaPublished in: ICISSP (2022)
Keyphrases
- malware detection
- hidden markov models
- application programming interface
- anomaly detection
- api calls
- malicious executables
- speech recognition
- gesture recognition
- viterbi algorithm
- conditional random fields
- markov models
- open source
- markov model
- hidden state
- discriminative training
- hidden states
- handwritten word recognition
- data mining
- sequential data
- text classification
- multi stream
- software engineering
- active learning
- pattern recognition