A Machine Learning Approach to Malicious JavaScript Detection using Fixed Length Vector Representation. - Samuel Ndichu; Seiichi Ozawa; Takeshi Misu; Kouichirou Okada (IJCNN, 2018)

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 (Appl. Soft Comput., 2019)