Bad information website detection method, device and equipment and readable storage medium
A technology of bad information and detection methods, applied in the computer field, can solve the problems of low detection efficiency and detection accuracy
Active Publication Date: 2021-01-05
HANGZHOU ANHENG INFORMATION TECH CO LTD
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Problems solved by technology
[0005] The purpose of this application is to provide a method, device, equipment and readable storage medium for detecting bad information websites, so as to solve the problem of low detection efficiency and detection accuracy of current detection schemes
Method used
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Embodiment 1
[0045] The first embodiment of the detection method for a bad information website provided by the application is introduced below, see figure 1 , embodiment one includes:
[0046] S101. Using a nonlinear classifier to classify the webpage data of the website to be detected, and obtain a classification result, the classification result is used to describe the information type of bad information;
[0047] S102. Extract feature data from the webpage data according to the feature template corresponding to the classification result;
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The invention discloses a bad information website detection method, and the method comprises the steps: carrying out the preliminary classification of a to-be-detected website through a nonlinear classifier according to webpage data based on a statistical principle, obtaining a classification result, and determining the information type of bad information; since a corresponding recurrent neural network model is set for each information type in advance, further using the recurrent neural network model corresponding to the classification result to perform secondary classification on the to-be-detected website to obtain a final detection result. Therefore, the purpose of quickly searching for and accurately positioning illegal and bad information websites in massive webpages is achieved, thedetection efficiency and the detection accuracy are effectively improved, and great convenience is brought to network supervision. In addition, the invention further provides a bad information websitedetection device and equipment and a readable storage medium, and the technical effect of the bad information website detection device and equipment corresponds to the technical effect of the method.
Description
technical field [0001] The present application relates to the field of computer technology, in particular to a method, device, equipment and readable storage medium for detecting bad information websites. Background technique [0002] With the continuous development of Internet technology, the cost of building websites is getting lower and lower, and the technical means are getting simpler and simpler. Various network services continue to emerge, including gambling, pornography, politics, and terrorism. The emergence of network services has led to increasing pressure on network supervision year by year. [0003] At present, network supervision and governance have higher and higher requirements for timeliness and accuracy. The current detection scheme cannot complete the search and location of illegal and bad information in a timely and effective manner, and the coverage is not enough. For example, most of the current detection schemes for illegal and bad information are bas...
Claims
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IPC IPC(8): H04L29/06G06F16/951G06F16/906G06N3/08G06F40/30
CPCH04L63/30G06F16/951G06F16/906G06N3/08G06F40/30
Inventor 杜帅范渊
Owner HANGZHOU ANHENG INFORMATION TECH CO LTD
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