EM Meets Malicious Data: A Novel Method for Massive Malware Family Inference.

Yongkang Jiang Shenghong Li Tong Li

Published in: ICBDT (2020)

Keyphrases

synthetic data
data sets
statistical methods
input data
detection method
missing data
data collection
prior knowledge

database
test data
information loss
preprocessing
noisy data
prior information
knowledge discovery
pairwise

data structure
data mining
clustering method
em algorithm
similarity measure
image data
probabilistic model

training data
unsupervised learning
data mining techniques
significant improvement
k means
bayesian inference
massive amounts of data