Profile Hidden Markov Model Malware Detection and API Call Obfuscation.

Muhammad Ali Monem Hamid Jacob Jasser Joachim Lerman Samod Shetty Fabio Di Troia

Published 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