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A machine learning approach to detection of JavaScript-based attacks using AST features and paragraph vectors.
Samuel Ndichu
Sangwook Kim
Seiichi Ozawa
Takeshi Misu
Kazuo Makishima
Published in:
Appl. Soft Comput. (2019)
Keyphrases
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feature vectors
false positives
feature set
detecting malicious
website
classification accuracy
principal components
attack detection
web services
feature space
image features
principal component analysis
co occurrence
anomaly detection