CN117521115B - Data protection method, device and computer storage medium - Google Patents

Data protection method, device and computer storage medium Download PDF

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CN117521115B
CN117521115B CN202410008196.2A CN202410008196A CN117521115B CN 117521115 B CN117521115 B CN 117521115B CN 202410008196 A CN202410008196 A CN 202410008196A CN 117521115 B CN117521115 B CN 117521115B
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target data
protection
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CN117521115A (en
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莫晓红
陆定邦
魏华
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Guangdong University of Technology
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Guangdong University of Technology
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data

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Abstract

The embodiment of the invention relates to the technical field of data processing, and particularly discloses a data protection method, a data protection device and a computer storage medium. According to the embodiment of the invention, the first target data in the manual processing period is acquired, the first data mark is generated, and the data protection processing operation is received; constructing a data protection processing model; acquiring second target data in the automatic processing period, generating a second data mark, importing the second data mark into a data protection processing model, and generating a data automatic processing instruction; and automatically performing data protection processing operation on the second target data. The method can analyze and record target data and processing operation in a manual processing period, construct a data protection processing model, and automatically protect the target data in an automatic processing period according to the data protection processing model, so that effective combination of manual and automatic data protection is realized, full protection of data is realized, and data missing processing needing protection is avoided.

Description

Data protection method, device and computer storage medium
Technical Field
The present invention relates to the field of data processing technologies, and in particular, to a data protection method, a data protection device, and a computer storage medium.
Background
Along with development of scientific technology, the variety of data is more and more abundant, and more data that the user can contact, the circulation of data is also more and more convenient, in order to prevent revealing of data, generally need to protect data. The conventional data protection method generally performs data backup and sets data in a non-writable state, and can only perform automatic protection on the data according to preset data types, or perform backup or non-writable protection on the data through manual operation of a user. The existing data protection method is easy to cause data missing processing needing protection, and cannot achieve a sufficient data protection effect.
Disclosure of Invention
An embodiment of the invention aims to provide a data protection method, a data protection device and a computer storage medium, and aims to solve the problems in the background technology.
In order to achieve the above object, the embodiment of the present invention provides the following technical solutions:
a data protection method, the method comprising the steps of:
acquiring first target data in a manual processing period, analyzing the first target data, generating a first data mark, and receiving data protection processing operation of a user on the first target data;
Integrating a plurality of first data marks and corresponding data protection processing operations in the manual processing period to construct a data protection processing model;
acquiring second target data in an automatic processing period, analyzing the second target data to generate a second data mark, importing the second data mark into the data protection processing model, and generating a data automatic processing instruction;
and automatically performing data protection processing operation on the second target data according to the data automatic processing instruction.
As a further limitation of the technical scheme of the embodiment of the invention, the data protection processing operation comprises data backup and data non-writable setting.
As a further limitation of the technical solution of the embodiment of the present invention, the acquiring the first target data in the manual processing period, analyzing the first target data, generating a first data mark, and receiving a data protection processing operation of a user on the first target data specifically includes the following steps:
dividing a data protection period into a manual processing period and an automatic processing period;
Acquiring first target data in the manual processing period;
Analyzing the first target data to generate a first data mark;
Receiving manual protection processing operation of a user on the first target data;
And carrying out data backup or data non-writable setting on the first target data according to the manual protection processing operation.
As a further limitation of the technical solution of the embodiment of the present invention, the analyzing the first target data to generate the first data mark specifically includes the following steps:
Carrying out space occupation analysis on the first target data to obtain a data space occupation;
performing data type analysis on the first target data to obtain a target data type;
performing data source analysis on the first target data to obtain a target data source;
and generating a first data mark according to the data occupied space, the target data type and the target data source mark data.
As a further limitation of the technical solution of the embodiment of the present invention, the constructing a data protection processing model specifically includes the following steps:
setting a dividing ratio;
dividing a plurality of first data marks and corresponding data protection processing operations into a training set and a testing set according to the dividing proportion;
Obtaining a mapping relation basic model;
And training and testing the mapping relation basic model according to the training set and the testing set to generate a data protection processing model.
As a further limitation of the technical solution of the embodiment of the present invention, the data automatic processing instruction includes: data no processing instructions, data backup instructions, and data non-writable setting instructions.
As a further limitation of the technical solution of the embodiment of the present invention, the automatic data protection processing operation for the second target data according to the automatic data processing instruction specifically includes the following steps:
if the data automatic processing instruction is a data non-processing instruction, the data protection processing is not carried out on the second target data;
if the data automatic processing instruction is a data backup instruction, carrying out data backup on the second target data;
and if the data automatic processing instruction is a data non-writable setting instruction, setting the data non-writable of the second target data.
A data protection apparatus comprising a manual cycle data processing unit, a protection processing model construction unit, an automatic cycle data processing unit, and an automatic data protection processing unit, wherein:
The manual cycle data processing unit is used for acquiring first target data in a manual processing cycle, analyzing the first target data, generating a first data mark and receiving data protection processing operation of a user on the first target data;
the protection processing model building unit is used for integrating a plurality of first data marks in the manual processing period and corresponding data protection processing operation to build a data protection processing model;
The automatic period data processing unit is used for acquiring second target data in an automatic processing period, analyzing the second target data to generate a second data mark, importing the second data mark into the data protection processing model and generating a data automatic processing instruction;
And the automatic data protection processing unit is used for automatically performing data protection processing operation on the second target data according to the data automatic processing instruction.
As a further limitation of the technical solution of the embodiment of the present invention, the manual cycle data processing unit specifically includes:
The protection period dividing module is used for dividing the data protection period and dividing the data protection time into a manual processing period and an automatic processing period;
A first target data acquisition module for acquiring first target data in the manual processing period;
The first data mark generation module is used for analyzing the first target data to generate a first data mark;
The manual protection processing receiving module is used for receiving manual protection processing operation of a user on the first target data;
And the first target data processing module is used for carrying out data backup or data non-writable setting on the first target data according to the manual protection processing operation.
A computer storage medium having stored thereon a computer program which, when executed by a processor, causes the processor to perform the steps of a data protection method as described above.
Compared with the prior art, the invention has the beneficial effects that:
According to the embodiment of the invention, the first target data in the manual processing period is acquired, the first data mark is generated, and the data protection processing operation is received; constructing a data protection processing model; acquiring second target data in the automatic processing period, generating a second data mark, importing the second data mark into a data protection processing model, and generating a data automatic processing instruction; and automatically performing data protection processing operation on the second target data. The method can analyze and record target data and processing operation in a manual processing period, construct a data protection processing model, and automatically protect the target data in an automatic processing period according to the data protection processing model, so that effective combination of manual and automatic data protection is realized, full protection of data is realized, and data missing processing needing protection is avoided.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following description will briefly introduce the drawings that are needed in the embodiments or the description of the prior art, and it is obvious that the drawings in the following description are only some embodiments of the present invention.
Fig. 1 shows a flowchart of a method provided by an embodiment of the present invention.
Fig. 2 shows a flowchart of a first target data processing in a manual processing cycle in a method according to an embodiment of the present invention.
Fig. 3 shows a flowchart of a first target data analysis in the method according to the embodiment of the present invention.
Fig. 4 shows a flowchart of a method for constructing a data protection processing model according to an embodiment of the present invention.
Fig. 5 shows a flowchart of a second target data automatic data protection process in the method according to the embodiment of the present invention.
Fig. 6 shows an application architecture diagram of the device provided by the embodiment of the invention.
Fig. 7 shows a block diagram of a manual cycle data processing unit in an apparatus according to an embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the drawings and examples, in order to make the objects, technical solutions and advantages of the present invention more apparent. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the invention.
It can be understood that in the prior art, the conventional data protection method generally performs data backup and data set to be in an unwritable state, and generally can only perform automatic protection on the data according to a preset data category, or perform protection on backup or unwritable setting of the data through manual operation of a user. The existing data protection method is easy to cause data missing processing needing protection, and cannot achieve a sufficient data protection effect.
In order to solve the above problems, the embodiment of the present invention generates a first data tag by acquiring first target data in a manual processing period, and receives a data protection processing operation; constructing a data protection processing model; acquiring second target data in the automatic processing period, generating a second data mark, importing the second data mark into a data protection processing model, and generating a data automatic processing instruction; and automatically performing data protection processing operation on the second target data. The method can analyze and record target data and processing operation in a manual processing period, construct a data protection processing model, and automatically protect the target data in an automatic processing period according to the data protection processing model, so that effective combination of manual and automatic data protection is realized, full protection of data is realized, and data missing processing needing protection is avoided.
Fig. 1 shows a flowchart of a method provided by an embodiment of the present invention.
Specifically, a data protection method specifically includes the following steps:
Step S101, first target data in a manual processing period is acquired, the first target data is analyzed, a first data mark is generated, and data protection processing operation of a user on the first target data is received.
In the embodiment of the invention, the data protection processing time of the PC end or the mobile end is divided into a manual processing period and an automatic processing period, and the manual processing period is before the automatic processing period, the occupation space, the data type, the data source and the like of the acquired first target data are analyzed to generate a first data mark by acquiring the first target data in the manual processing period, and the data protection processing operation of a user on the first target data is acquired, so that the real-time data backup or the data non-writable setting of the first target data is carried out according to the data protection processing operation.
Specifically, fig. 2 shows a flowchart of a first target data processing in a manual processing cycle in the method according to the embodiment of the present invention.
In a preferred embodiment of the present invention, the acquiring the first target data in the manual processing period, analyzing the first target data, generating a first data tag, and receiving the data protection processing operation of the user on the first target data specifically includes the following steps:
In step S1011, data protection period division is performed to divide data protection time into a manual processing period and an automatic processing period.
In the embodiment of the invention, the data protection processing time period is divided into a manual processing period and an automatic processing period.
Step S1012, acquiring first target data in the manual processing cycle.
Step S1013, analyzing the first target data to generate a first data flag.
In the embodiment of the invention, the first data mark is generated by comprehensively analyzing the occupied space, the data type and the data source of the first target data and marking the acquired data occupied space, the target data type and the target data source.
Specifically, fig. 3 shows a flowchart of a first target data analysis in the method provided by the embodiment of the present invention.
In a preferred embodiment of the present invention, the analyzing the first target data to generate a first data tag specifically includes the following steps:
Step S10131, performing space occupation analysis on the first target data to obtain a data space occupation.
Step S10132, performing data type analysis on the first target data to obtain a target data type.
Step S10133, performing data source analysis on the first target data to obtain a target data source.
Step S10134, generating a first data tag according to the data space, the target data type, and the target data source tag data.
Further, the acquiring the first target data in the manual processing period, analyzing the first target data, generating a first data mark, and receiving the data protection processing operation of the user on the first target data further includes the following steps:
step S1014, receiving a manual protection processing operation of the user on the first target data.
In the embodiment of the invention, a manual protection processing operation performed by a user after browsing first target data is received, specifically, the data protection processing operation comprises data backup and data non-writable setting, and only the data backup or the data non-writable setting can be performed for different first target data.
Step S1015, performing data backup or data non-writable setting on the first target data according to the manual protection processing operation.
Further, the data protection method further comprises the following steps:
Step S102, integrating a plurality of first data marks and corresponding data protection processing operations in the manual processing period to construct a data protection processing model.
In the embodiment of the invention, the first data marks and the corresponding data protection processing operations in the manual processing period are recorded, and the mapping processing model is constructed by integrating a plurality of the first data marks and the corresponding data protection processing operations in the manual processing period, so that the data protection processing model is generated.
Specifically, fig. 4 shows a flowchart of a data protection processing model constructed in the method provided by the embodiment of the invention.
In a preferred embodiment of the present invention, the constructing a data protection processing model specifically includes the following steps:
step S1021, setting a division ratio.
Step S1022, dividing the plurality of first data markers and the corresponding data protection processing operations into a training set and a testing set according to the dividing ratio.
Step S1023, obtaining a mapping relation basic model.
And step S1024, training and testing the mapping relation basic model according to the training set and the testing set to generate a data protection processing model.
Further, the data protection method further comprises the following steps:
step S103, second target data in the automatic processing period is acquired, the second target data is analyzed, a second data mark is generated, the second data mark is imported into the data protection processing model, and a data automatic processing instruction is generated.
In the embodiment of the invention, in an automatic processing period, second target data is acquired in real time, a second data mark is generated by analyzing the occupied space, the data type, the data source and the like of the second target data, the second data mark is imported into a data protection processing model, and a data automatic processing instruction is acquired by mapping analysis of the data protection processing model. Specifically, the data automatic processing instruction includes: data no processing instructions, data backup instructions, and data non-writable setting instructions.
Step S104, according to the data automatic processing instruction, data protection processing operation is automatically carried out on the second target data.
In the embodiment of the invention, according to the data automatic processing instruction, the second target data is subjected to data backup, data non-writable setting or data protection processing.
Specifically, fig. 5 shows a flowchart of automatic data protection processing for the second target data in the method provided by the embodiment of the present invention.
In a preferred embodiment of the present invention, the automatic data protection processing operation for the second target data according to the automatic data processing instruction specifically includes the following steps:
in step S1041, if the automatic data processing instruction is a data non-processing instruction, the data protection processing is not performed on the second target data.
Step S1042, if the data automatic processing instruction is a data backup instruction, performing data backup on the second target data.
Step S1043, if the data automatic processing instruction is a data unwritable setting instruction, performing data unwritable setting on the second target data.
Further, fig. 6 shows an application architecture diagram of the device according to the embodiment of the present invention.
In another preferred embodiment, the present invention provides a data protection device, which includes a manual periodic data processing unit 101, a protection processing model building unit 102, an automatic periodic data processing unit 103, and an automatic data protection processing unit 104, specifically:
The manual cycle data processing unit 101 is configured to acquire first target data in a manual processing cycle, analyze the first target data, generate a first data tag, and receive a data protection processing operation of a user on the first target data.
In the embodiment of the present invention, the manual cycle data processing unit 101 divides the data protection processing time of the PC side or the mobile side into a manual processing cycle and an automatic processing cycle, and the manual processing cycle is preceded by the automatic processing cycle, and by acquiring the first target data in the manual processing cycle in real time, analyzing the occupation space, the data type, the data source, and the like of the acquired first target data, generating the first data tag, and acquiring the data protection processing operation of the user on the first target data, and performing real-time data backup or data non-writable setting on the first target data according to the data protection processing operation.
Specifically, fig. 7 shows a block diagram of the manual cycle data processing unit 101 in the device according to the embodiment of the present invention.
In a preferred embodiment provided by the present invention, the manual cycle data processing unit 101 specifically includes:
the protection period dividing module 1011 is configured to divide a data protection period into a manual processing period and an automatic processing period.
In the embodiment of the present invention, the guard period dividing module 1011 divides the data guard processing period into a manual processing period and an automatic processing period.
A first target data acquisition module 1012 is configured to acquire first target data in the manual processing cycle.
The first data tag generation module 1013 is configured to analyze the first target data to generate a first data tag.
In the embodiment of the present invention, the first data tag generation module 1013 performs analysis on the occupied space, the data type and the data source of the first target data, and comprehensively analyzes the acquired occupied space, the target data type and the target data source to tag, thereby generating the first data tag.
A manual protection process receiving module 1014 is configured to receive a manual protection process operation of the user on the first target data.
In an embodiment of the present invention, the manual protection processing receiving module 1014 receives a manual protection processing operation performed by a user after browsing the first target data, specifically, the data protection processing operation includes a data backup and a data non-writable setting, and only the data backup or the data non-writable setting can be performed for different first target data.
The first target data processing module 1015 is configured to perform a data backup or a data non-writable setting on the first target data according to the manual protection processing operation.
Further, the data protection device further includes:
And the protection processing model construction unit 102 is configured to integrate the plurality of first data markers and corresponding data protection processing operations in the manual processing period to construct a data protection processing model.
In the embodiment of the present invention, the protection processing model building unit 102 records the first data markers and the corresponding data protection processing operations in the manual processing period, and builds the mapping processing model by integrating the plurality of first data markers and the corresponding data protection processing operations in the manual processing period, so as to generate the data protection processing model.
And the automatic cycle data processing unit 103 is used for acquiring second target data in an automatic processing cycle, analyzing the second target data to generate a second data mark, and importing the second data mark into the data protection processing model to generate a data automatic processing instruction.
In the embodiment of the present invention, in the automatic processing period, the automatic period data processing unit 103 acquires the second target data in real time, generates the second data tag by analyzing the occupied space, the data type, the data source, and the like of the second target data, and imports the second data tag into the data protection processing model, and acquires the data automatic processing instruction by the mapping analysis of the data protection processing model. Specifically, the data automatic processing instruction includes: data no processing instructions, data backup instructions, and data non-writable setting instructions.
And the automatic data protection processing unit 104 is configured to automatically perform a data protection processing operation on the second target data according to the data automatic processing instruction.
In the embodiment of the present invention, the automatic data protection processing unit 104 performs data backup, data non-writable setting, or no data protection processing on the second target data according to the data automatic processing instruction.
In yet another embodiment, a computer storage medium having a computer program stored thereon, which when executed by a processor causes the processor to perform the steps of:
acquiring first target data in a manual processing period, analyzing the first target data, generating a first data mark, and receiving data protection processing operation of a user on the first target data;
Integrating a plurality of first data marks and corresponding data protection processing operations in the manual processing period to construct a data protection processing model;
acquiring second target data in an automatic processing period, analyzing the second target data to generate a second data mark, importing the second data mark into the data protection processing model, and generating a data automatic processing instruction;
and automatically performing data protection processing operation on the second target data according to the data automatic processing instruction.
In summary, in the embodiment of the present invention, the first target data in the manual processing period is acquired, the first data tag is generated, and the data protection processing operation is received; constructing a data protection processing model; acquiring second target data in the automatic processing period, generating a second data mark, importing the second data mark into a data protection processing model, and generating a data automatic processing instruction; and automatically performing data protection processing operation on the second target data. The method can analyze and record target data and processing operation in a manual processing period, construct a data protection processing model, and automatically protect the target data in an automatic processing period according to the data protection processing model, so that effective combination of manual and automatic data protection is realized, full protection of data is realized, and data missing processing needing protection is avoided.
It should be understood that, although the steps in the flowcharts of the embodiments of the present invention are shown in order as indicated by the arrows, these steps are not necessarily performed in order as indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in various embodiments may include multiple sub-steps or stages that are not necessarily performed at the same time, but may be performed at different times, nor do the order in which the sub-steps or stages are performed necessarily performed in sequence, but may be performed alternately or alternately with at least a portion of the sub-steps or stages of other steps or other steps.
Those skilled in the art will appreciate that all or part of the processes in the methods of the above embodiments may be implemented by a computer program for instructing relevant hardware, where the program may be stored in a non-volatile computer readable storage medium, and where the program, when executed, may include processes in the embodiments of the methods described above. Any reference to memory, storage, database, or other medium used in embodiments provided herein may include non-volatile and/or volatile memory. The nonvolatile memory can include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), or flash memory. Volatile memory can include Random Access Memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms such as Static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double Data Rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous link (SYNCHLINK) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), among others.
The technical features of the above-described embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above-described embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.
The foregoing examples illustrate only a few embodiments of the invention and are described in detail herein without thereby limiting the scope of the invention. It should be noted that it will be apparent to those skilled in the art that several variations and modifications can be made without departing from the spirit of the invention, which are all within the scope of the invention. Accordingly, the scope of protection of the present invention is to be determined by the appended claims.
The foregoing description of the preferred embodiments of the invention is not intended to be limiting, but rather is intended to cover all modifications, equivalents, and alternatives falling within the spirit and principles of the invention.

Claims (4)

1. A data protection method, characterized in that the method comprises the following steps:
acquiring first target data in a manual processing period, analyzing the first target data, generating a first data mark, and receiving data protection processing operation of a user on the first target data;
Integrating a plurality of first data marks and corresponding data protection processing operations in the manual processing period to construct a data protection processing model;
acquiring second target data in an automatic processing period, analyzing the second target data to generate a second data mark, importing the second data mark into the data protection processing model, and generating a data automatic processing instruction;
according to the data automatic processing instruction, automatically performing data protection processing operation on the second target data;
The step of acquiring the first target data in the manual processing period, analyzing the first target data, generating a first data mark, and receiving the data protection processing operation of the user on the first target data specifically comprises the following steps:
dividing a data protection period into a manual processing period and an automatic processing period;
Acquiring first target data in the manual processing period;
Analyzing the first target data to generate a first data mark;
Receiving manual protection processing operation of a user on the first target data;
According to the manual protection processing operation, carrying out data backup or data non-writable setting on the first target data;
The analyzing the first target data, and generating a first data mark specifically includes the following steps:
Carrying out space occupation analysis on the first target data to obtain a data space occupation;
performing data type analysis on the first target data to obtain a target data type;
performing data source analysis on the first target data to obtain a target data source;
Generating a first data mark according to the data occupation space, the target data type and the target data source mark data;
the method for constructing the data protection processing model specifically comprises the following steps of:
setting a dividing ratio;
dividing a plurality of first data marks and corresponding data protection processing operations into a training set and a testing set according to the dividing proportion;
Obtaining a mapping relation basic model;
training and testing the mapping relation basic model according to the training set and the testing set to generate a data protection processing model;
The automatic data protection processing operation for the second target data according to the data automatic processing instruction specifically comprises the following steps:
if the data automatic processing instruction is a data non-processing instruction, the data protection processing is not carried out on the second target data;
if the data automatic processing instruction is a data backup instruction, carrying out data backup on the second target data;
and if the data automatic processing instruction is a data non-writable setting instruction, setting the data non-writable of the second target data.
2. The data protection method of claim 1, wherein the data protection processing operation comprises a data backup and a data non-writable setting.
3. The data protection method of claim 2, wherein the data automatic processing instruction comprises: data no processing instructions, data backup instructions, and data non-writable setting instructions.
4. A computer storage medium having stored thereon a computer program which, when executed by a processor, causes the processor to perform the steps of the data protection method of any of claims 1 to 3.
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