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A robust internet abuse detection method
- Source :
- IEEE BigData
- Publication Year :
- 2017
- Publisher :
- IEEE, 2017.
-
Abstract
- JavaScript can modify HyperText Markup Language(HTML) code. tag of HTML can load pages from other websites. These technologies are widely used nowadays for constructing flexible and robust web services. However, illegal websites also use these technologies to hide illegal contents. For traditional methods using web text to detect these illegal webpages (just getting initial source codes that aren't parsed by a browser), they can't give a precise judgment. In this paper, we solved the challenge and proposed a robust Internet abuse detection method. We get HTML codes that had been parsed by simulating the progress how browsers work in order to gather the necessary materials for text detection methods. Besides, we not only extracted the text features of HTML code, but also extracted structure features of HTML codes. With the experiments under detecting Internet abuse scenarios, we demonstrated that the proposal is efficient.
- Subjects :
- 0209 industrial biotechnology
Source code
Computer science
business.industry
media_common.quotation_subject
02 engineering and technology
HTML
Character encodings in HTML
JavaScript
computer.software_genre
World Wide Web
020901 industrial engineering & automation
020204 information systems
Web page
ComputingMethodologies_DOCUMENTANDTEXTPROCESSING
0202 electrical engineering, electronic engineering, information engineering
The Internet
Web service
business
computer
computer.programming_language
media_common
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2017 IEEE International Conference on Big Data (Big Data)
- Accession number :
- edsair.doi...........abe34e4be064e7c6b1e982ea99cadfb0
- Full Text :
- https://doi.org/10.1109/bigdata.2017.8258113