Method and system for detecting Chinese phishing website

A technology for phishing websites and detection methods, applied in special data processing applications, instruments, electrical digital data processing, etc., can solve problems such as identification problems, and achieve the effect of improving classification efficiency

Active Publication Date: 2014-12-17
SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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  • Description
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Problems solved by technology

[0016] In view of this, the purpose of the present invention is to provide a Chinese phishing website detection method and system, to solve the current mobile phone Chinese phishing website identification problem

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  • Method and system for detecting Chinese phishing website
  • Method and system for detecting Chinese phishing website
  • Method and system for detecting Chinese phishing website

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[0056] In order to enable those skilled in the art to better understand the technical solutions in the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0057] For the detection of phishing websites on the Android platform, most of the current anti-phishing research focuses on the identification of English phishing websites, and there are few researches on the detection of Chinese phishing websites. At present, the research methods of Chinese phishing websites are mostly based on the cli...

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Abstract

The invention discloses a method and a system for detecting a Chinese phishing website. The method comprises the following steps: S1, acquiring a URL (Uniform Resource Locator) by a client; S2, extracting URL features and website page content features as feature vectors respectively; S3, performing classification trainings on the feature vectors through an SVM (Support Vector Machine), an extended website page content feature NBC (Naive Bayes Classifier), a decision tree algorithm and a link and form processing method; S4, performing classification integration on classification training results, and judging whether a website with the URL is a phishing website. According to the method and the system, the URL features and the website page content features are extracted as the feature vectors, the corresponding classification trainings are performed through the SVM, the NBC, the decision tree algorithm and the corresponding processing of links and forms, prediction results are integrated by virtue of classification integration to obtain a final result, and therefore the classification accuracy is greatly improved.

Description

technical field [0001] The invention relates to the technical fields of computer software and network security, in particular to a method and system for detecting Chinese phishing websites. Background technique [0002] In 2013, mobile online payment grew rapidly, with the number of users reaching 125 million and the transaction scale exceeding 1.2 trillion yuan. But at the same time, the risk factors faced by mobile payment have also increased by 312%, becoming a very important reason for threatening the assets of netizens, and phishing has become the most serious form of cybercrime. The so-called "phishing website" refers to criminals using various means to counterfeit the address and page content of the real website, or using loopholes in the server program of the real website to insert dangerous HTML codes into some web pages of the site to defraud Personal information such as user bank or credit card account numbers and passwords. At present, the harm of phishing atta...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F21/55G06F17/30
CPCG06F16/9566G06F21/55
Inventor 张潇姜青山张巍
Owner SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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