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Enhancing State-of-the-art Classifiers with API Semantics to Detect Evolved Android Malware.
Xiaohan Zhang
Yuan Zhang
Ming Zhong
Daizong Ding
Yinzhi Cao
Yukun Zhang
Mi Zhang
Min Yang
Published in:
CCS (2020)
Keyphrases
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malware detection
application programming interface
anomaly detection
api calls
training data
detect malicious
naive bayes
mobile devices
decision trees
classifier combination
classification algorithm
svm classifier
feature selection
support vector
detection algorithm
logic programming
ensemble learning
open source
anti virus
source code
classifier ensemble
ensemble classifier
training examples
classification models
mobile applications
training samples
semantic information
class labels
machine learning algorithms