Webpage risk detection method and device, computer equipment and storage medium
A technology of risk detection and webpage, which is applied in computer parts, computing, network data retrieval, etc., can solve the problems of webpage risk detection accuracy needs to be improved, webpage risk avoidance is incomplete, and manual review is time-consuming and labor-intensive, so as to reduce avoidance The risk of incompleteness, the effect of improving precision
Pending Publication Date: 2021-12-10
WEIKUN (SHANGHAI) TECH SERVICE CO LTD
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Problems solved by technology
[0003] Because manual review is time-consuming and labor-intensive, the existing technology provides a method for automatically detecting webpage texts based on sensitive words, but this method only considers the text of webpages, and there is a risk of incomplete webpage risk avoidance. Accuracy needs to be improved
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[0027] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but 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 belong to the protection scope of the present invention.
[0028] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.
[0029] It should also be understood that the terminology used ...
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The invention relates to artificial intelligence, and provides a webpage risk detection method and device, computer equipment and a storage medium. The method comprises the following steps: acquiring a webpage snapshot corresponding to a webpage to be detected; performing text and image extraction processing on the page snapshot to obtain a target to-be-detected text and a target to-be-detected image; inputting the target to-be-detected text into a preset semantic analysis model to obtain a word vector of each segmented word in the target to-be-detected text; inputting the target to-be-detected image into a preset image recognition network model to obtain image pixel point information of the target to-be-detected image; and performing risk detection on the to-be-detected webpage according to a preset violation information database, the word vector and the image pixel point information to obtain a risk detection result. According to the scheme, the webpage snapshot of the to-be-detected page is automatically obtained, and then the webpage risk detection is performed in combination with the text and the image in the webpage, so that the risk of incomplete webpage risk avoidance can be reduced, and the webpage risk detection precision is improved.
Description
technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a web page risk detection method, device, computer equipment and storage medium. Background technique [0002] Internet companies need to conduct self-inspection of content compliance before publishing websites and applications (APPlication, APP), but at present, manual review is basically the main method. [0003] Because manual review is time-consuming and labor-intensive, the existing technology provides a method for automatically detecting webpage texts based on sensitive words, but this method only considers the text of webpages, and there is a risk of incomplete webpage risk avoidance. Accuracy still needs to be improved. Contents of the invention [0004] The embodiments of the present invention provide a webpage risk detection method, device, computer equipment, and storage medium, which can reduce the risk of incomplete webpage risk avoidance a...
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IPC IPC(8): G06F16/951G06F16/958G06F40/284G06F40/30G06K9/20
CPCG06F16/951G06F16/958G06F40/284G06F40/30
Inventor 孙裕
Owner WEIKUN (SHANGHAI) TECH SERVICE CO LTD