Understanding Update of Machine-Learning-Based Malware Detection by Clustering Changes in Feature Attributions.
Yun FanToshiki ShibaharaYuichi OhsitaDaiki ChibaMitsuaki AkiyamaMasayuki MurataPublished in: IWSEC (2021)
Keyphrases
- malware detection
- machine learning
- anomaly detection
- clustering algorithm
- malicious executables
- clustering method
- unsupervised learning
- k means
- machine learning algorithms
- data mining
- machine learning methods
- self organizing maps
- data analysis
- outlier detection
- text mining
- supervised learning
- decision trees
- feature set
- image features
- feature vectors
- information systems
- application programming interface
- pattern recognition