CN113190810A - Information detection method for short video release - Google Patents
Information detection method for short video release Download PDFInfo
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- CN113190810A CN113190810A CN202110482452.8A CN202110482452A CN113190810A CN 113190810 A CN113190810 A CN 113190810A CN 202110482452 A CN202110482452 A CN 202110482452A CN 113190810 A CN113190810 A CN 113190810A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/30—Authentication, i.e. establishing the identity or authorisation of security principals
- G06F21/31—User authentication
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/783—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
- G06F16/7844—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using original textual content or text extracted from visual content or transcript of audio data
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/783—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
- G06F16/7847—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using low-level visual features of the video content
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/56—Computer malware detection or handling, e.g. anti-virus arrangements
- G06F21/562—Static detection
- G06F21/563—Static detection by source code analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/20—Natural language analysis
- G06F40/279—Recognition of textual entities
- G06F40/284—Lexical analysis, e.g. tokenisation or collocates
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
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Abstract
The invention discloses an information detection method for short video release, which comprises the following steps of S1: the receiving unit identifies and receives the short video of the third-party publishing platform, acquires the identity information of the publisher of the short video through the identity authentication unit, compares the identity information with the credit loss person list and determines the credit degree of the publisher of the short video; s2: virus detection is carried out on the short video through a virus detection module in the receiving unit; s3: the method comprises the steps of obtaining a source code of a short video, detecting the source code through a code scanning program, and determining whether the short video has a leak or not.
Description
Technical Field
The invention relates to a detection method, in particular to an information detection method for short video release, and belongs to the technical field of short video production.
Background
The short video is a video in short film, is an internet content transmission mode, and is generally a video transmitted on a new internet media within 5 minutes; with the popularization of mobile terminals and the speed increase of networks, short and fast mass-flow propagation contents are gradually favored by various large platforms, vermicelli and capital, with the appearance of net red economy, the video industry gradually grows up to a group of high-quality UGC content producers, microblogs, second shots, delight and tonics are introduced into the short video industry in a dispute, and a group of excellent content production teams are recruited to live in. By 2017, the short video industry competed to enter the stage of bland-heating, and content producers also tended to operate in the PGC-based specialty.
Along with the continuous popularization of intelligent equipment, more and more people are put into the creation of short videos, attention popularity is often obtained by using some sensitive information, the indiscriminate use of the sensitive information can generate negative effects which are not beneficial to individuals, organizations and countries and cause certain benefit loss, and the existing short video information detection method is low in detection accuracy, can only detect sensitive words and is inconvenient to use.
Disclosure of Invention
The present invention is directed to provide an information detection method for short video distribution, so as to solve the problems in the background art.
In order to achieve the purpose, the invention provides the following technical scheme: an information detection method for short video release comprises the following steps:
s1: the receiving unit identifies and receives the short video of the third-party publishing platform, acquires the identity information of the publisher of the short video through the identity authentication unit, compares the identity information with the credit loss person list and determines the credit degree of the publisher of the short video;
s2: virus detection is carried out on the short video through a virus detection module in the receiving unit;
s3: acquiring a source code of a short video, detecting the source code through a code scanning program, and determining whether the short video has a bug or not;
s4: extracting character information, video frame information and voice information in the short video, and acquiring the character information by a word processor, extracting and summarizing the character information into key words, key words and key sentences, and comparing the key words, the key words and the key sentences with sensitive words in an information retrieval library;
s5: the image processor acquires video frame information, an image sequence of a video frame obtained by example segmentation is used as an input feature map, pixels and contours of moving objects are extracted from the input feature map, image comparison is carried out on the pixels and contours of the moving objects and sensitive pixels in an information retrieval base, and score evaluation is carried out through a scoring unit;
s6: and comparing the score information with a score threshold value through a comparison unit, uploading the short videos larger than the score threshold value to a service terminal, and carrying out manual detection.
As a preferred technical scheme of the invention, the information retrieval base comprises a sensitive vocabulary layered attention mechanism, and the sensitive vocabulary layered attention mechanism comprises a sensitive word mechanism, a sensitive word mechanism and a sensitive sentence mechanism.
As a preferred embodiment of the present invention, in step S1, the communication modes of the receiving unit include a mobile communication network, a telecommunication communication network and a communication network.
As a preferred technical solution of the present invention, in the step S5, the method for comparing images includes pixel point comparison, center-of-gravity comparison, projection comparison, block comparison, and contour comparison.
As a preferred technical solution of the present invention, in step S6, a quotient is calculated between a difference between the score information and the score threshold, and the short videos with quotient greater than fifty percent and smaller than twenty percent are directly judged without being uploaded to the service terminal.
As a preferred technical solution of the present invention, in the step S1, the identity information includes a name of the short video publisher, an account number of the short video publishing platform, and an identity card number.
As a preferred technical scheme of the invention, the service terminal is a third-party publishing platform terminal, and the third-party publishing platform terminal is interactively connected with the information retrieval base.
As a preferable aspect of the present invention, an information detecting apparatus for short video distribution includes:
a receiving unit: the system is used for acquiring the short video of the third-party publishing platform and performing a virus detection link on the short video through a virus detection module;
the code extraction module: the source code is used for acquiring a source code of the short video, and the source code is detected through a code scanning program to determine whether the short video has a bug or not;
a word processor: the short video processing device is used for extracting character information and video frame information in the short video and comparing the character information and the video frame information with sensitive words in an information retrieval library;
an image processor: the image processor is used for acquiring video frame information, dividing an image sequence of the acquired video frames into an input feature map, and extracting pixels and outlines of moving objects from the input feature map;
a scoring unit: score information for assessing the video frames;
a comparison unit: the method is used for comparing and calculating the score information with a score threshold value;
an uploading unit: and uploading the short video which does not reach the standard in comparison to the service terminal.
An identity authentication unit: identity information for identifying the publisher.
As a preferred embodiment of the present invention, a computer-readable storage medium stores a computer program and an executable instruction, and when the executable instruction is executed, the computer program can implement the short video distribution information detection method according to any one of claims 1 to 7.
Compared with the prior art, the invention has the beneficial effects that:
1. the invention relates to an information detection method for short video distribution, which adopts an image processing module to convert a video in a short video into a frame number, uses an image sequence of a video frame obtained by example segmentation as an input characteristic diagram, extracts pixels and contours of moving objects from the input characteristic diagram, compares and scores the images, compares the images by difference operators, can effectively evaluate the short video, can effectively judge whether sensitive information exists, greatly improves the accuracy of sensitive data detection, lightens the labor intensity of manual detection judgment, can manually detect the short video with two edges again, greatly improves the working efficiency of short video detection, and is convenient to use.
2. The invention relates to a method for detecting information for short video distribution.
Drawings
FIG. 1 is a schematic flow chart of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, the present invention provides a technical solution of an information detection method for short video distribution:
as shown in fig. 1, a method for detecting information for short video distribution includes the following steps:
s1: the receiving unit identifies and receives the short video of the third-party publishing platform, acquires the identity information of the publisher of the short video through the identity authentication unit, compares the identity information with the credit loss person list and determines the credit degree of the publisher of the short video;
s2: virus detection is carried out on the short video through a virus detection module in the receiving unit;
s3: acquiring a source code of a short video, detecting the source code through a code scanning program, and determining whether the short video has a bug or not;
s4: extracting character information, video frame information and voice information in the short video, and acquiring the character information by a word processor, extracting and summarizing the character information into key words, key words and key sentences, and comparing the key words, the key words and the key sentences with sensitive words in an information retrieval library;
s5: the image processor acquires video frame information, an image sequence of a video frame obtained by example segmentation is used as an input feature map, pixels and contours of moving objects are extracted from the input feature map, image comparison is carried out on the pixels and contours of the moving objects and sensitive pixels in an information retrieval base, and score evaluation is carried out through a scoring unit;
s6: and comparing the score information with a score threshold value through a comparison unit, uploading the short videos larger than the score threshold value to a service terminal, and carrying out manual detection.
The information retrieval base comprises a sensitive vocabulary layered attention mechanism which comprises a sensitive word mechanism, a sensitive word mechanism and a sensitive sentence mechanism, in step S1, the communication modes of the receiving unit include a mobile communication network, a telecommunication communication network and a communication network, in step S5, the image comparison method comprises pixel point comparison, center-of-gravity comparison, projection comparison, block comparison and outline comparison, in step S6, the quotient calculation is performed on the difference between the score information and the score threshold value, and the short videos with quotient greater than fifty percent and less than twenty percent are directly judged without being uploaded to the service terminal, in step S1, the identity information comprises the name of the short video publisher, the account number of the short video publishing platform and the identity card number, the service terminal is a third-party publishing platform terminal, and the third-party publishing platform terminal is in interactive connection with the information retrieval base.
Example two: an information detecting apparatus for short video distribution, comprising:
a receiving unit: the system is used for acquiring the short video of the third-party publishing platform and performing a virus detection link on the short video through a virus detection module;
the code extraction module: the source code is used for acquiring a source code of the short video, and the source code is detected through a code scanning program to determine whether the short video has a bug or not;
a word processor: the short video processing device is used for extracting character information and video frame information in the short video and comparing the character information and the video frame information with sensitive words in an information retrieval library;
an image processor: the image processor is used for acquiring video frame information, dividing an image sequence of the acquired video frames into an input feature map, and extracting pixels and outlines of moving objects from the input feature map;
a scoring unit: score information for assessing the video frames;
a comparison unit: the method is used for comparing and calculating the score information with a score threshold value;
an uploading unit: and uploading the short video which does not reach the standard in comparison to the service terminal.
An identity authentication unit: identity information for identifying the publisher.
The readable storage medium stores a computer program and an execution instruction, and the computer program can realize the short video distribution information detection method according to any one of claims 1 to 7 when the execution instruction is executed.
When the method is used in detail, a receiving unit identifies and receives the short video of a third-party publishing platform, the identity information of a publisher of the short video is obtained through an identity authentication unit and is compared with a list of people losing credit to determine the credit degree of the publisher of the short video, people who judge that the identity information is unqualified enter a manual examination stage, if the identity information is qualified, virus detection is carried out on the short video through a virus detection module in the receiving unit, the short video containing the virus cannot be published, the short video without the virus obtains a source code of the short video, the source code is detected through a code scanning program to determine whether the short video has a leak, if the short video without the leak exists, character information, video frame information and voice information in the short video are extracted through a word processor, the word processor obtains the character information, extracting and summarizing character information into keywords, keywords and key sentences, comparing the keywords, the keywords and the key sentences with sensitive words in an information retrieval library, acquiring video frame information through an image processor if short videos without the sensitive words are obtained, adopting an image sequence of video frames obtained by example segmentation as an input characteristic image, extracting pixels and outlines of moving objects from the input characteristic image, carrying out image comparison with the sensitive pixels in the information retrieval library, and carrying out score evaluation through a scoring unit; and comparing the score information with a score threshold value through a comparison unit, uploading the short videos larger than the score threshold value to a service terminal, and carrying out manual detection.
In summary, the invention adopts the image processing module to convert the video in the short video into the frame number, the image sequence of the video frame obtained by example segmentation is used as the input feature map, the pixel and the contour of the moving object are extracted from the input feature map, the image is compared and scored, and then the short video can be effectively evaluated by performing difference quotient comparison, so that whether the sensitive information exists can be effectively judged, the accuracy of sensitive data detection is greatly improved, the labor intensity of manual detection and judgment is reduced, meanwhile, the short video with two edges can be manually re-detected, the working efficiency of short video detection is greatly improved, the use is convenient, the invention is used for identifying the identity information of a publisher by the identity authentication unit, judging the credit degree of the publisher, and directly judging whether the short video is normal.
In the description of the present invention, it is to be understood that the indicated orientations or positional relationships are based on the orientations or positional relationships shown in the drawings and are only for convenience in describing the present invention and simplifying the description, but are not intended to indicate or imply that the indicated devices or elements must have a particular orientation, be constructed and operated in a particular orientation, and are not to be construed as limiting the present invention.
In the present invention, unless otherwise explicitly specified or limited, for example, it may be fixedly attached, detachably attached, or integrated; can be mechanically or electrically connected; the terms may be directly connected or indirectly connected through an intermediate, and may be communication between two elements or interaction relationship between two elements, unless otherwise specifically limited, and the specific meaning of the terms in the present invention will be understood by those skilled in the art according to specific situations.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (9)
1. An information detection method for short video distribution is characterized by comprising the following steps:
s1: the receiving unit identifies and receives the short video of the third-party publishing platform, acquires the identity information of the publisher of the short video through the identity authentication unit, compares the identity information with the credit loss person list and determines the credit degree of the publisher of the short video;
s2: virus detection is carried out on the short video through a virus detection module in the receiving unit;
s3: acquiring a source code of a short video, detecting the source code through a code scanning program, and determining whether the short video has a bug or not;
s4: extracting character information, video frame information and voice information in the short video, and acquiring the character information by a word processor, extracting and summarizing the character information into key words, key words and key sentences, and comparing the key words, the key words and the key sentences with sensitive words in an information retrieval library;
s5: the image processor acquires video frame information, an image sequence of a video frame obtained by example segmentation is used as an input feature map, pixels and contours of moving objects are extracted from the input feature map, image comparison is carried out on the pixels and contours of the moving objects and sensitive pixels in an information retrieval base, and score evaluation is carried out through a scoring unit;
s6: and comparing the score information with a score threshold value through a comparison unit, uploading the short videos larger than the score threshold value to a service terminal, and carrying out manual detection.
2. The information detection method for short video distribution according to claim 1, characterized in that: the information retrieval base comprises a sensitive vocabulary layered attention mechanism, and the sensitive vocabulary layered attention mechanism comprises a sensitive word mechanism, a sensitive word mechanism and a sensitive sentence mechanism.
3. The information detection method for short video distribution according to claim 1, characterized in that: in step S1, the communication modes of the receiving unit include a mobile communication network, a telecommunication communication network and a communication network.
4. The information detection method for short video distribution according to claim 1, characterized in that: in step S5, the image comparison method includes pixel point comparison, center-of-gravity comparison, projection comparison, block comparison, and contour comparison.
5. The information detection method for short video distribution according to claim 1, characterized in that: in step S6, the difference between the score information and the score threshold are subjected to quotient calculation, and the short videos with quotient greater than fifty percent and less than twenty percent are directly judged without being uploaded to the service terminal.
6. The information detection method for short video distribution according to claim 1, characterized in that: in step S1, the identity information includes the name of the short video publisher, the account number of the short video publishing platform, and the identification number.
7. The information detection method for short video distribution according to claim 1, characterized in that: the service terminal is a third-party publishing platform terminal, and the third-party publishing platform terminal is in interactive connection with the information retrieval base.
8. An information detecting apparatus for short video distribution, comprising:
a receiving unit: the system is used for acquiring the short video of the third-party publishing platform and performing a virus detection link on the short video through a virus detection module;
the code extraction module: the source code is used for acquiring a source code of the short video, and the source code is detected through a code scanning program to determine whether the short video has a bug or not;
a word processor: the short video processing device is used for extracting character information and video frame information in the short video and comparing the character information and the video frame information with sensitive words in an information retrieval library;
an image processor: the image processor is used for acquiring video frame information, dividing an image sequence of the acquired video frames into an input feature map, and extracting pixels and outlines of moving objects from the input feature map;
a scoring unit: score information for assessing the video frames;
a comparison unit: the method is used for comparing and calculating the score information with a score threshold value;
an uploading unit: and uploading the short video which does not reach the standard in comparison to the service terminal.
An identity authentication unit: identity information for identifying the publisher.
9. A computer-readable storage medium storing a computer program and an executable instruction, wherein the computer program is capable of implementing the short video distribution information detection method according to any one of claims 1 to 7 when the executable instruction is executed.
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| CN202110482452.8A CN113190810A (en) | 2021-04-30 | 2021-04-30 | Information detection method for short video release |
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| CN202110482452.8A CN113190810A (en) | 2021-04-30 | 2021-04-30 | Information detection method for short video release |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116824603A (en) * | 2023-07-28 | 2023-09-29 | 广州淘通科技股份有限公司 | Advertisement page image auditing method and device |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109040824A (en) * | 2018-08-28 | 2018-12-18 | 百度在线网络技术（北京）有限公司 | Method for processing video frequency, device, electronic equipment and readable storage medium storing program for executing |
| CN109660823A (en) * | 2018-12-28 | 2019-04-19 | 广州华多网络科技有限公司 | Video distribution method, apparatus, electronic equipment and storage medium |
| CN112527674A (en) * | 2020-12-22 | 2021-03-19 | 苏州三六零智能安全科技有限公司 | Safety evaluation method, device, equipment and storage medium of AI (Artificial Intelligence) framework |
| CN112672184A (en) * | 2020-12-15 | 2021-04-16 | 创盛视联数码科技（北京）有限公司 | Video auditing and publishing method |
-
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Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109040824A (en) * | 2018-08-28 | 2018-12-18 | 百度在线网络技术（北京）有限公司 | Method for processing video frequency, device, electronic equipment and readable storage medium storing program for executing |
| CN109660823A (en) * | 2018-12-28 | 2019-04-19 | 广州华多网络科技有限公司 | Video distribution method, apparatus, electronic equipment and storage medium |
| CN112672184A (en) * | 2020-12-15 | 2021-04-16 | 创盛视联数码科技（北京）有限公司 | Video auditing and publishing method |
| CN112527674A (en) * | 2020-12-22 | 2021-03-19 | 苏州三六零智能安全科技有限公司 | Safety evaluation method, device, equipment and storage medium of AI (Artificial Intelligence) framework |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116824603A (en) * | 2023-07-28 | 2023-09-29 | 广州淘通科技股份有限公司 | Advertisement page image auditing method and device |
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Application publication date: 20210730 |