A data information security protection method and system based on artificial intelligence

Abstract

The present application provides an artificial intelligence-based data information security protection method and system, which obtains a historical information security protection coefficient corresponding to a target business data item to be processed. Therefore, the historical information security protection coefficient has a high correlation with the target business data item. Debugging the information security protection coefficient of real-time information security protection according to the historical information security protection coefficient can not only reduce the time consumption of the information security protection coefficient debugging process, thereby improving the information security protection efficiency, but also improve the correlation between the debugged information security protection coefficient and the target business data item, so that the real-time information security protection after the information security protection coefficient is debugged can accurately collect the information security description data of the target business data item, so as to perform information security protection on the target business data item according to the information security description data collected by the real-time information security protection, thereby improving the success rate of information security protection.

Description

Technical Field

[0001] The present application relates to the field of data security technology, and more specifically, to a data information security protection method and system based on artificial intelligence. Background Art

[0002] Data information security means that the hardware, software and data of data information are protected from accidental or malicious damage, change and leakage, and the system runs continuously and reliably, and the information service is not interrupted. It is a comprehensive subject involving computer science, network technology, communication technology, cryptography technology, information security technology, applied mathematics, number theory, information theory and other disciplines.

[0003] As people's information continues to leak (for example, phone numbers are leaked, and people receive a lot of harassing calls), more and more people are paying attention to information security issues. However, how to protect information from being leaked is a technical problem that is difficult to solve at present. Summary of the invention

[0004] In order to improve the technical problems existing in the relevant technologies, the present application provides a data information security protection method and system based on artificial intelligence.

[0005] In a first aspect, a data information security protection method based on artificial intelligence is provided, comprising:

[0006] Obtaining a historical information security protection coefficient corresponding to the target business data item to be processed; wherein the historical information security protection coefficient is an information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item;

[0007] Debugging the information security protection coefficient of real-time collection information security protection according to the historical information security protection coefficient;

[0008] The information security description data of the target business data items are collected through real-time information security protection after the information security protection coefficient is debugged;

[0009] Information security protection is performed on the target business data items based on the information security description data collected by the real-time information security protection.

[0010] In this application, the historical information security protection coefficient corresponding to the target business data item to be processed is obtained, including:

[0011] If a target business data item to be processed is detected, real-time tag information of the target business data item is obtained;

[0012] Searching for historical tag information associated with the real-time tag information from a historical information security protection coefficient set; wherein the historical information security protection coefficient set includes a mapping relationship between historical tag information of different business data items and historical information security protection coefficients;

[0013] Obtain the historical information security protection factor corresponding to the searched historical tag information.

[0014] In the present application, before searching the historical information security protection factor set for the historical tag information associated with the real-time tag information, the method further includes:

[0015] In the process of historical information security protection of the target business data item, historical tag information of the target business data item is obtained, and information security description data is collected through historical information security protection;

[0016] The information security protection coefficient of the historical information security protection used to collect information security description data is obtained, and the historical tag information of the target business data item and the obtained information security protection coefficient are associated and cached in the historical information security protection coefficient set.

[0017] In the present application, the obtaining of the information security protection coefficient of the historical information security protection for collecting information security description data, and associating and caching the historical tag information of the target business data item and the obtained information security protection coefficient into the historical information security protection coefficient set, includes:

[0018] Performing information security protection on the target business data items according to the information security description data collected by the historical information security protection;

[0019] If the information security description data collected according to the historically collected information security protection successfully protects the information security information of the target business data item, then the information security protection coefficient when the historically collected information security protection collects the information security description data is obtained, and the historical tag information of the target business data item and the obtained information security protection coefficient of the historically collected information security protection are associated and cached in the historical information security protection coefficient set.

[0020] In the present application, if the information security description data collected by the historical information security protection successfully protects the information security information of the target business data item, then the information security protection coefficient when the information security description data is collected by the historical information security protection is obtained, including:

[0021] If the information security information corresponding to the information security description data collected by the historical information security protection is successfully protected, a successful protection period is obtained;

[0022] Calculate the difference between the acquisition period of the historical tag information of the target business data item and the successful protection period;

[0023] If the difference is less than the set difference threshold, the successfully protected information security information is determined as the information security information of the target business data item, and the information security protection coefficient of the historically collected information security protection when collecting information security description data is obtained.

[0024] In the present application, the historical tag information of the target business data item and the information security protection coefficient of the historical collection information security protection obtained are associated and cached in the historical information security protection coefficient set, including:

[0025] The historical tag information of the target business data item, the information security protection coefficient obtained from the historically collected information security protection, and the information security information of the target business data item successfully protected according to the information security description data collected by the historically collected information security protection are associated and cached in the historical information security protection coefficient set.

[0026] In the present application, the historical information security protection coefficient concentrates on the historical tag information of different business data items, the historical information security protection coefficient and the mapping relationship between information security information; the information security description data collected by the real-time information security protection is used to perform information security protection on the target business data items, including:

[0027] Searching the target information security information corresponding to the real-time tag information from the historical information security protection factor set;

[0028] Searching for information security description data corresponding to the target information security information from the information security information set, and comparing the searched information security description data with the information security description data collected by the real-time information security protection;

[0029] If the searched information security description data is associated with the information security description data collected by the real-time information security protection, the target information security information is determined as the information security information of the target business data item.

[0030] In the present application, if a target business data item to be processed is detected, obtaining real-time tag information of the target business data item includes:

[0031] If a target business data item to be processed is detected, real-time label information of the target business data item is collected through the real-time information security protection; wherein the real-time label information is different from the type of the information security description data.

[0032] In the present application, the method further comprises:

[0033] If, within a specified period, the information security description data collected by the real-time information security protection does not protect the information security information of the target business data item, re-debugging the information security protection coefficient of the real-time information security protection according to the set debugging strategy;

[0034] Re-collect the information security description data of the target business data item through the real-time collection information security protection after re-debugging the information security protection coefficient;

[0035] Information security protection is performed on the target business data items based on the re-collected information security description data.

[0036] In this application, the real-time information security protection includes normal data protection and privacy data protection; the real-time information security protection after the information security protection coefficient is debugged to collect the information security description data of the target business data items, including:

[0037] The business characteristic data of the target business data item is collected through normal data protection after the information security protection factor is debugged, and the user personal characteristic information of the target business data item is collected through privacy data protection after the information security protection factor is debugged;

[0038] The business characteristic data and the user personal characteristic information are spliced ​​to obtain a characteristic data splicing result of the target business data item, and the characteristic data splicing result is determined as the information security description data of the target business data item collected by the real-time information security protection.

[0039] In a second aspect, a data information security protection system based on artificial intelligence is provided, comprising a processor and a memory that communicate with each other, wherein the processor is used to read a computer program from the memory and execute it to implement the above method.

[0040] An artificial intelligence-based data information security protection method and system provided in an embodiment of the present application first obtains a historical information security protection coefficient corresponding to the target business data item to be processed under the condition that information security protection needs to be performed on the target business data item to be processed, wherein the historical information security protection coefficient is the information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item, and therefore, the historical information security protection coefficient has a high correlation with the target business data item; debugging the information security protection coefficient of the real-time information security protection according to the historical information security protection coefficient can not only reduce the time consumption of the information security protection coefficient debugging process, thereby improving the information security protection efficiency, but also improve the correlation between the debugged information security protection coefficient and the target business data item, so that the real-time information security protection after the information security protection coefficient is debugged can accurately collect the information security description data of the target business data item, so as to perform information security protection on the target business data item according to the information security description data collected by the real-time information security protection, thereby improving the success rate of information security protection. BRIEF DESCRIPTION OF THE DRAWINGS

[0041] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings required for use in the embodiments will be briefly introduced below. It should be understood that the following drawings only show certain embodiments of the present application and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without paying creative work.

[0042] Figure 1 A flowchart of a data information security protection method based on artificial intelligence provided in an embodiment of the present application. DETAILED DESCRIPTION

[0043] In order to better understand the above technical scheme, the technical scheme of the present application is described in detail below through the accompanying drawings and specific embodiments. It should be understood that the embodiments of the present application and the specific features in the embodiments are detailed descriptions of the technical scheme of the present application, rather than limitations on the technical scheme of the present application. In the absence of conflict, the embodiments of the present application and the technical features in the embodiments can be combined with each other.

[0044] See also Figure 1 , shows a data information security protection method based on artificial intelligence, which may include the technical solution described in the following steps S210-S240.

[0045] Step S210, obtaining the historical information security protection coefficient corresponding to the target business data item to be processed; wherein the historical information security protection coefficient is the information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item.

[0046] Among them, the target business data items refer to business data items whose information security is to be processed in real time, and the types of business data items include but are not limited to at least one of personal privacy data, user interaction data, etc.

[0047] Information security description data refers to information used to protect the information security of business data items. The information security description data of different business data items are different, so the information security of business data items can be protected based on the information security description data.

[0048] In the process of historical information security protection of target business data items, it is necessary to collect information security description data of the target business data items through historical information security protection collection, so as to perform information security protection based on the collected information security description data. In order to improve the efficiency of information security protection, the information security protection coefficient when the information security description data of the target business data items is collected by historical information security protection collection can be determined as the historical information security protection coefficient corresponding to the target business data items and stored. When it is necessary to perform information security protection on the target business data items in real time, the stored historical information security protection coefficient corresponding to the target business data items can be obtained first.

[0049] Optionally, before step S210, an authorization instruction for the information security protection function of the target business data item may also be received, and after receiving the authorization instruction of the target business data item, step S210 is executed.

[0050] Step S220, debugging the information security protection coefficient of real-time collection information security protection according to the historical information security protection coefficient.

[0051] Among them, real-time information collection security protection refers to the information collection security protection used to collect information security description data of target business data items during the real-time information security protection process. Optionally, the real-time information collection security protection and the historical information collection security protection can be the same information collection security protection, or the real-time information collection security protection and the historical information collection security protection can be different information collection security protection.

[0052] There are differences between the information security description data of different business data items, and the operating habits of different business data items in the process of collecting information security description data are also different. Therefore, in order to improve the correlation between the debugged information security protection coefficient and the target business data item, after obtaining the historical information security protection coefficient corresponding to the target business data item, the information security protection coefficient of the real-time information security protection can be debugged according to the historical information security protection coefficient. Since the historical information security protection coefficient corresponding to the target business data item is the information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item, it is more in line with the operating habits and information security description data of the target business data item. Therefore, debugging the information security protection coefficient of the real-time information security protection according to the historical information security protection coefficient can improve the correlation between the debugged information security protection coefficient and the target business data item, thereby improving the description quality of the information security description data of the target business data item collected by the debugged real-time information security protection.

[0053] Among them, the specific method of debugging the information security protection coefficient of real-time information security protection according to the historical information security protection coefficient can be: debugging the information security protection coefficient of real-time information security protection so that the information security protection coefficient of real-time information security protection after debugging is associated with the historical information security protection coefficient.

[0054] Optionally, if several historical information security protection coefficients corresponding to the target business data items are obtained, the information security protection coefficient of the real-time information security protection can be debugged according to the average value of the several historical information security protection coefficients corresponding to the target business data items; or, the historical information security protection coefficient corresponding to the most recent historical information security protection process can be searched out from the several historical information security protection coefficients corresponding to the target business data items, thereby debugging the information security protection coefficient of the real-time information security protection according to the historical information security protection coefficient corresponding to the most recent historical information security protection process.

[0055] Step S230, collecting information security description data of target business data items through real-time collection of information security protection after debugging of information security protection coefficient.

[0056] After debugging the information security protection coefficient of the real-time information security protection collection, the information security description data of the target business data items can be collected through the real-time information security protection collection.

[0057] Optionally, during the process of information security protection, it is necessary to collect information security description data. Before step S230, an authorization instruction for the collection of information security description data from the target business data item may also be received. After receiving the authorization instruction from the target business data item, the information security description data of the target business data item may be collected through real-time information security protection.

[0058] Step S240, performing information security protection on the target business data items according to the information security description data collected by the real-time information security protection.

[0059] After the information security description data of the target business data item is collected through real-time information security protection, information security protection can be performed on the target business data item based on the information security description data collected by the real-time information security protection.

[0060] Among them, the specific method of performing information security protection on the target business data item based on the information security description data collected by the real-time information security protection can be flexibly set according to actual needs. In a possible implementation embodiment, an information security information set can be set, and the information security information set is the standard for information security protection, covering the information security information of different business data items and the information security description data corresponding to the information security information. After the information security description data of the target business data item is collected by the real-time information security protection, the information security description data associated with the information security description data of the target business data item collected by the real-time information security protection can be searched from the information security information set, and the information security information corresponding to the searched information security description data is determined as the information security information of the target business data item. Among them, the information security description data in the information security information set can be pre-collected information security description data used to determine the information security protection standard for business data items.

[0061] Under the condition that information security protection needs to be performed on the target business data item to be processed, the historical information security protection coefficient corresponding to the target business data item to be processed is first obtained, wherein the historical information security protection coefficient is the information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item. Therefore, the historical information security protection coefficient has a high correlation with the target business data item; debugging the information security protection coefficient of the real-time information security protection according to the historical information security protection coefficient can not only reduce the time consumption of the information security protection coefficient debugging process, thereby improving the information security protection efficiency, but also improve the correlation between the debugged information security protection coefficient and the target business data item, so that the real-time information security protection after the information security protection coefficient is debugged can accurately collect the information security description data of the target business data item, so as to perform information security protection on the target business data item according to the information security description data collected by the real-time information security protection, thereby improving the success rate of information security protection.

[0062] Step S310: If a target business data item to be processed is detected, real-time tag information of the target business data item is obtained.

[0063] It should be noted that the label information of a business data item refers to information that can distinguish a business data item from other business data items, thereby labeling the business data item. The types of label information of a business data item include, but are not limited to, at least one of interaction feature information and information security protection requirement information used to prove the information security of the business data item. In order to distinguish it from the information security description data of the business data item, the label information of the business data item is different from the type of information security description data of the business data item.

[0064] If a target business data item to be processed is detected, it is necessary to debug the information security protection factor of the real-time information security protection. In order to determine how to debug the information security protection factor of the real-time information security protection, the real-time label information of the target business data item can be obtained first. The real-time label information of the target business data item refers to the label information of the target business data item obtained in real time.

[0065] Step S320, searching for historical tag information associated with real-time tag information from a historical information security protection coefficient set; wherein the historical information security protection coefficient set covers the mapping relationship between historical tag information of different business data items and historical information security protection coefficients.

[0066] The historical information security protection coefficient concentrates on the mapping relationship between the historical label information of different business data items and the historical information security protection coefficient, wherein the historical label information of a business data item refers to the label information of the business data item obtained during the historical information security protection process.

[0067] In order to obtain the historical information security protection coefficient of the target business data item, the historical tag information associated with the real-time tag information of the target business data item can be searched from the historical information security protection coefficient set, so that the historical information security protection coefficient corresponding to the historical tag information associated with the real-time tag information is determined as the historical information security protection coefficient corresponding to the target business data item.

[0068] If several collection information security protections are covered, in an optional example, taking into account the differences between different collection information security protections, in order to improve the correlation between the historical information security protection coefficient corresponding to the target business data item and the real-time tag information, and reduce the data processing volume, in step S320, the historical tag information associated with the real-time tag information of the target business data item can be searched from the historical information security protection coefficient set corresponding to the real-time collection information security protection, so as to determine the historical information security protection coefficient corresponding to the searched historical tag information as the historical information security protection coefficient corresponding to the target business data item, wherein the historical information security protection coefficient set corresponding to the real-time collection information security protection covers the historical information security protection coefficient of the real-time collection information security protection (that is, in the process of historical information security protection, the real-time collection information security protection is used for the information security protection coefficient of the collection information security description data), and the historical tag information corresponding to the information security protection coefficient. Alternatively, in another optional example, in step S320, historical tag information associated with the real-time tag information of the target business data item can also be searched from a set of historical information security protection coefficients corresponding to several collection information security protections, wherein the set of historical information security protection coefficients corresponding to several collection information security protections includes the historical information security protection coefficients corresponding to several collection information security protections, and the historical tag information corresponding to the historical information security protection coefficients.

[0069] Step S330, obtaining the historical information security protection coefficient corresponding to the searched historical tag information.

[0070] After searching for the historical tag information associated with the real-time tag information of the target business data item, it indicates that before this, information security protection has been performed on the target business data item, and the searched historical tag information is the historical tag information of the target business data item. Therefore, the historical information security protection coefficient corresponding to the searched historical tag information is determined as the historical information security protection coefficient corresponding to the target business data item.

[0071] By setting up a historical information security protection coefficient set that covers the mapping relationship between historical tag information of different business data items and historical information security protection coefficients, the historical information security protection coefficient corresponding to the target business data item can be searched from the historical information security protection coefficient set according to the real-time tag information of the target business data item, thereby improving the search speed and the accuracy of the searched historical information security protection coefficient.

[0072] In a possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. The method includes steps S410-step S420, steps S310-step S330, and steps S220-step S240, wherein steps S410-step S420 are described in detail as follows:

[0073] Step S410, in the process of historical information security protection of the target business data item, obtain the historical tag information of the target business data item, and collect information security description data through historical information security protection.

[0074] Before step S320, during the historical information security protection process of the target business data item, the label information of the target business data item during the historical information security protection process, that is, the historical label information of the target business data item, can be obtained, and information security description data can be collected through historical information security protection.

[0075] Step S420, obtain the information security protection coefficient of the historical information security protection used to collect information security description data, and associate the historical tag information of the target business data item and the obtained information security protection coefficient to cache in the historical information security protection coefficient set.

[0076] In order to facilitate the rapid debugging of the information security protection coefficient of collected information security protection in the subsequent information security protection process of the target business data item, so as to improve the description quality of the information security description data of the collected target business data item, the information security protection coefficient of the historically collected information security protection used for collecting information security description data in the information security protection process of the target business data item can be obtained, that is, the historical information security protection coefficient corresponding to the target business data item is obtained, and then the historical label information of the target business data item and the information security protection coefficient are associated and cached in the historical information security protection coefficient set, so as to facilitate the search for the historical information security protection coefficient corresponding to the target business data item from the historical information security protection coefficient set according to the label information of the target business data item in the candidate information security protection process of the target business data item, so as to quickly debug the information security protection coefficient of the collected information security protection based on the historical information security protection coefficient corresponding to the target business data item.

[0077] Optionally, in order to avoid the situation where the information security description data quality of the target business data items collected by the historical information security protection is low, after the information security protection coefficient of the real-time information security protection is debugged according to the historical information security protection coefficient of the target business data items, the information security description data quality of the target business data items collected by the real-time information security protection is low, thereby failing to protect the information security of the target business data items, before step S420, it can be determined whether the information security description data collected by the historical information security protection meets the set conditions. If so, step S420 is executed, that is, only when the information security description data collected by the historical information security protection meets the set conditions, the information security protection coefficient of the historical information security protection used for the collected information security description data is cached in the historical information security protection coefficient set; if not, it is prohibited to cache the information security protection coefficient of the historical information security protection used for the collected information security description data in the historical information security protection coefficient set.

[0078] Optionally, in order to reduce the capacity of the historical information security protection factor set, in the process of associating and caching the historical tag information of the target business data item and the obtained information security protection factor into the historical information security protection factor set, it can be determined whether the number of historical information security protection factors of the target business data items covered in the historical information security protection factor set reaches a set quantity threshold. If not, the historical tag information of the target business data item obtained this time and the obtained information security protection factor can be directly associated and cached into the historical information security protection factor set; if so, the historical information security protection factor corresponding to the target business data item first cached in the historical information security protection factor set is deleted from the historical information security protection factor set, and the historical tag information of the target business data item obtained this time and the obtained information security protection factor are associated and cached into the historical information security protection factor set, thereby limiting the number of historical information security protection factors corresponding to the target business data items covered in the historical information security protection factor set, and continuously updating the historical information security protection factors corresponding to the target business data items in the historical information security protection factor set.

[0079] In the process of historical information security protection of target business data items, historical label information of target business data items is obtained, and information security description data is collected through historical information security protection, and the information security protection coefficient used for collecting information security description data is obtained. The historical label information of target business data items and the obtained information security protection coefficient are associated and cached in a historical information security protection coefficient set, thereby realizing the storage of historical information security protection coefficients and historical label information.

[0080] In a possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. The method includes step S410, step S510-step S520, step S310-step S330, and step S220-step S240, wherein the detailed description of step S510-step S520 is as follows:

[0081] Step S510, performing information security protection on the target business data items according to the information security description data collected by the historical information security protection.

[0082] In the process of historical information security protection of target business data items, after the information security description data is collected through the historical information security protection, it is necessary to perform information security protection on the target business data items based on the information security description data collected by the historical information security protection. Among them, the specific method of performing information security protection on the target business data items based on the information security description data collected by the historical information security protection is similar to the specific method of performing information security protection on the target business data items based on the information security description data collected by the real-time information security protection, and will not be repeated here.

[0083] Step S520, if the information security description data collected according to the historical information security protection successfully protects the information security information of the target business data item, then the information security protection coefficient when the information security description data is collected by the historical information security protection is obtained, and the historical tag information of the target business data item and the information security protection coefficient of the historical information security protection are associated and cached in the historical information security protection coefficient set.

[0084] After information security protection is performed on the target business data item according to the information security description data collected by the historical information security protection, if the information security information of the target business data item is successfully protected, the information security protection coefficient when the information security description data was collected by the historical information security protection is obtained, so that the historical tag information of the target business data item and the information security protection coefficient are associated and cached in the historical information security protection coefficient set, so as to facilitate the subsequent debugging of the information security protection coefficient of the real-time information security protection according to the information security protection coefficient. In other words, the setting conditions include successfully protecting the information security information of the target business data item according to the information security description data of the target business data item collected by the historical information security protection. Among them, the information security protection coefficient of the historical information security protection when the information security description data of the information security information is successfully protected can be obtained to cache it in the historical information security protection coefficient set, or the information security protection coefficient of the historical information security protection when the information security protection is successful can be obtained to cache it in the historical information security protection coefficient set.

[0085] Optionally, if the information security information of the target business data item is not protected, it may be prohibited to obtain the information security protection coefficient when collecting historical information security protection information security description data, so as to prohibit caching the information security protection coefficient in the historical information security protection coefficient set.

[0086] The historical information security protection coefficient set stores the information security protection coefficient of the historically collected information security protection under the condition of successful information security protection, thereby improving the success rate of information security protection after adjusting the real-time collected information security protection according to the historical information security protection coefficient in the historical information security protection coefficient set.

[0087] In a possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. The method includes step S410, step S510, step S610-step S640, step S310-step S330, and step S220-step S240, wherein the detailed description of step S610-step S640 is as follows:

[0088] Step S610: If the information security information corresponding to the information security description data collected by the historical information security protection is successfully protected, a successful protection period is obtained.

[0089] In order to avoid the situation where the historical tag information and the information security description data do not belong to the same business data item during the information security protection process, if the information security description data collected by the historical information security protection is successfully protected to the corresponding information security information, then the period in which the information security description data collected by the historical information security protection is successfully protected to the corresponding information security information can be obtained first, that is, the successful protection period.

[0090] Step S620, calculating the difference between the acquisition period of the historical tag information of the target business data item and the successful protection period.

[0091] After the successful protection period is obtained, the difference between the period for obtaining the historical tag information of the target business data item and the successful protection period may be calculated.

[0092] Step S630, if the difference is less than the set difference threshold, the successfully protected information security information is determined as the information security information of the target business data item, and the information security protection coefficient when the historical information security protection is collected and the information security description data is collected is obtained.

[0093] Setting a difference threshold is a standard for determining whether the historical label information obtained during the historical information security protection process and the information security description data of the successfully protected information security information belong to the same business data item.

[0094] During this historical information security protection process, if the difference between the acquisition cycle of the historical label information of the target business data item and the successful protection cycle of the information security information successfully protected is less than the set difference threshold, it indicates that during this historical information security protection process, the probability that the historical label information obtained and the information security description data of the successfully protected information security information belong to the same business data item is relatively high. Therefore, the protected information security information can be determined as the information security information of the target business data item, and the information security protection coefficient when the historical information security protection collects the information security description data is obtained.

[0095] Optionally, if the difference between the acquisition period and the successful protection period of historical tag information is greater than or equal to the set difference threshold, it indicates that in the historical information security protection process, the probability that the historical tag information obtained and the information security description data of the successfully protected information security information belong to different business data items is relatively high. Therefore, it can be prohibited to obtain the information security protection coefficient when the historical information security protection information security description data is collected, thereby prohibiting the historical tag information from being associated with the information security protection coefficient and caching it in the historical information security protection coefficient set.

[0096] Step S640, the historical tag information of the target business data item and the information security protection coefficient of the obtained historical collected information security protection are associated and cached in a historical information security protection coefficient set.

[0097] When the information security protection coefficient of the historical information security description data is obtained, the historical tag information of the target business data item and the obtained information security protection coefficient are associated and cached in the historical information security protection coefficient set.

[0098] During the historical information security protection process of the target business data item, if the information security protection is successful and the difference between the acquisition cycle of the historical tag information of the target business data item and the successful protection cycle is small, the historical tag information of the target business data item and the information security protection coefficient of the historically collected information security protection are associated and cached in the historical information security protection coefficient set, thereby avoiding the situation where the historical tag information and the historical information security protection coefficient with a mapping relationship correspond to different business data items, thereby improving the success rate of information security protection.

[0099] In a possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. The method includes step S410, step S510, step S710-step S720, step S310-step S330, and step S220-step S240, wherein the detailed description of step S710-step S720 is as follows:

[0100] Step S710, if the information security description data collected by the historical information security protection is successfully protected to the information security information of the target business data item, then the information security protection coefficient when the information security description data is collected by the historical information security protection is obtained.

[0101] If the information security information of the target business data item is successfully protected based on the information security description data collected by the historical information security protection, the information security protection coefficient when the information security description data was collected by the historical information security protection can be obtained.

[0102] Step S720, the historical tag information of the target business data item, the information security protection coefficient of the historically collected information security protection, and the information security information of the target business data item successfully protected according to the information security description data collected by the historically collected information security protection are associated and cached into the historical information security protection coefficient set.

[0103] After the target business data item is protected for information security according to the information security description data collected by the historical information security protection, if the information security information of the target business data item is successfully protected, the historical tag information of the target business data item, the obtained information security protection coefficient, and the information security information of the successfully protected target business data item can be associated and cached in the historical information security protection coefficient collection.

[0104] The historical label information of the target business data items, the information security protection coefficient of the historically collected information security protection, and the information security information of the successfully protected target business data items are associated and cached in a historical information security protection coefficient set, which enriches the content of the historical information security protection coefficient set and improves the success rate of information security protection based on the historical information security protection coefficient set.

[0105] In one possible implementation, another exemplary embodiment of the present application shows an artificial intelligence-based data information security protection method. Under the condition that the historical information security protection coefficient set covers the historical tag information of different business data items, the historical information security protection coefficient and the mapping relationship between information security information, the method includes steps S310-step S330, steps S220-step S230, and steps S810-step S830, wherein the detailed description of steps S810-step S830 is as follows:

[0106] Step S810, searching the target information security information corresponding to the real-time tag information from the historical information security protection factor set.

[0107] Under the condition that the historical information security protection coefficient set covers the historical tag information of different business data items, the historical information security protection coefficients and the mapping relationship between information security information, in order to improve the information security protection speed of the target business data item, the information security information corresponding to the real-time tag information of the target business data item can be searched from the historical information security protection coefficient set to obtain the target information security information, that is, the historical tag information associated with the real-time tag information of the target business data item is searched from the historical information security protection coefficient set, and the information security information corresponding to the searched historical tag information is determined as the target information security information.

[0108] Step S820, searching the information security description data corresponding to the target information security information from the information security information set, and comparing the searched information security description data with the information security description data collected by the real-time information security protection.

[0109] Since the information security information of the business data items covered in the historical information security protection coefficient is protected during the historical information security protection process of the business data items, the information security information of the target business data item is, with great probability, the target information security information corresponding to the real-time label information of the target business data item in the historical information security protection coefficient set. In order to determine whether the information security information of the target business data item is the target information security information, the information security description data corresponding to the target information security information can be searched from the information security information set, and the information security description data corresponding to the target information security information can be compared with the information security description data of the target business data item collected by the real-time information security protection. Among them, for the introduction of the information security information set, please refer to the aforementioned embodiment, which will not be repeated here.

[0110] Step S830: If the searched information security description data is associated with the information security description data collected by the real-time information security protection, the target information security information is determined as the information security information of the target business data item.

[0111] If the information security description data corresponding to the target information security information is associated with the information security description data of the target business data item collected by the real-time information security protection, the target information security information can be determined as the information security information of the target business data item. In the process of information security protection of the target business data item, there is no need to compare the information security description data of the target business data item collected by the real-time information security protection with the information security description data covered by the information security information set respectively, in order to search for the information security information of the target business data item, thereby improving the efficiency of information security protection.

[0112] Optionally, if the information security description data corresponding to the target information security information is not associated with the information security description data of the target business data item collected by the real-time information security protection, the information security description data collected by the real-time information security protection can be compared with other information security description data in the information security information set except the information security description data corresponding to the target information security information, so as to search for the information security information of the target business data item.

[0113] Under the condition that the historical information security protection coefficient set covers the historical label information of different business data items, the historical information security protection coefficients and the mapping relationship between the information security information, the target information security information corresponding to the real-time label information is first searched from the historical information security protection coefficient set, and the information security description data corresponding to the target information security information is searched from the information security information set, and the searched information security description data is compared with the information security description data collected by the real-time information security protection. If the searched information security description data is related to the information security description data collected by the real-time information security protection, the target information security information is determined as the information security information of the target business data item, thereby not only ensuring the accuracy of information security protection, but also improving the efficiency of information security protection.

[0114] In a possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. The method includes step S910, step S320-step S330, and step S220-step S240, wherein step S910 is described in detail as follows:

[0115] Step S910, if a target business data item to be processed is detected, real-time label information of the target business data item is collected through real-time information security protection; wherein the real-time label information is different from the type of information security description data.

[0116] The label information of the business data item and the information security description data of the business data item may be collected through the same information security protection. In order to distinguish the label information of the business data item from the information security description data of the business data item, the label information of the business data item and the information security description data of the business data item are of different types. For example, the label information of the business data item may be the facial feature data of the business data item, and the information security description data of the business data item may be the result of splicing the feature data of the business data item.

[0117] After detecting the target business data item to be processed, the label information of the target business data item can be collected by real-time information security protection to obtain the real-time label information of the target business data item.

[0118] By collecting label information and information security description data of business data items through the same information security protection, costs are reduced.

[0119] In a possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. The method includes steps S210 to S240, and steps S1110 to S1130, wherein steps S1110 to S1130 are described in detail as follows:

[0120] Step S1110, if the information security description data collected according to the real-time information security protection does not protect the information security information of the target business data item within the specified cycle segment, then the information security protection coefficient of the real-time information security protection is re-debugged according to the set debugging strategy.

[0121] After debugging the information security protection coefficient of real-time information security protection according to the historical information security protection coefficient, if within the specified period segment, the information security description data collected by the debugged real-time information security protection fails to successfully protect the information security information of the target business data items, the information security protection coefficient of real-time information security protection can be re-debugged according to the set debugging strategy.

[0122] Step S1120, re-collecting the information security description data of the target business data item through the real-time collection of information security protection after the information security protection coefficient has been re-debugged.

[0123] After re-debugging the information security protection coefficient of the real-time information security protection according to the set debugging strategy, the information security description data of the target business data items can be re-collected through the real-time information security protection after the information security protection coefficient is re-debugged to perform information security protection.

[0124] Step S1130: Perform information security protection on the target business data items based on the re-collected information security description data.

[0125] After the information security description data of the target business data item is re-collected, information security protection can be performed on the target business data item based on the re-collected information security description data of the target business data item. For example, the information security description data associated with the re-collected information security description data is searched in the information security information set, and the information security information corresponding to the searched information security description data is determined as the information security information of the target business data item.

[0126] If, within a specified periodic segment, the information security description data collected by the real-time information security protection fails to protect the information security information of the target business data item, the information security protection coefficient of the real-time information security protection is re-debugged according to the set debugging strategy, and information security protection is performed on the target business data item based on the re-collected information security description data, thereby improving the success rate and efficiency of information security protection.

[0127] In one possible implementation, another exemplary embodiment of the present application shows a data information security protection method based on artificial intelligence. Under the condition that real-time information security protection includes normal data protection and privacy data protection, the method includes steps S210-S220, steps S1210-S1230, and step S240, wherein steps S1210-S1220 are described in detail as follows:

[0128] Step S1210, collect the business characteristic data of the target business data item through normal data protection after the information security protection coefficient is debugged, and collect the user personal characteristic information of the target business data item through privacy data protection after the information security protection coefficient is debugged.

[0129] Step S1220, splicing the business characteristic data and the user's personal characteristic information to obtain the characteristic data splicing result of the target business data item, and determining the characteristic data splicing result as the information security description data of the target business data item collected by real-time information security protection.

[0130] After obtaining the business characteristic data and user personal characteristic information of the target business data item, the business characteristic data and the user personal characteristic information can be spliced ​​to obtain the characteristic data splicing result of the target business data item, and the characteristic data splicing result of the target business data item can be determined as the information security description data of the target business data item, thereby performing information security protection based on the characteristic data splicing result of the target business data item.

[0131] Among them, the splicing method can be flexibly set according to actual needs. Optionally, in an example, the weight values ​​corresponding to the business feature data and the user's personal feature information can be pre-set, and the business feature data and the user's personal feature information of the target business data item are spliced ​​according to the weight values ​​corresponding to the business feature data and the user's personal feature information to obtain the feature data splicing result of the target business data item.

[0132] Through normal data protection and privacy data protection, business characteristic data and user personal characteristic information are collected respectively, and the business characteristic data and user personal characteristic information are spliced ​​to obtain characteristic data splicing results. The characteristic data splicing results cover the business characteristic data and user personal characteristic information, thereby improving the accuracy of information security protection based on the characteristic data splicing results.

[0133] On the basis of the above, a data information security protection device based on artificial intelligence is provided, and the device includes:

[0134] A coefficient acquisition module, used to obtain the historical information security protection coefficient corresponding to the target business data item to be processed; wherein the historical information security protection coefficient is the information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item;

[0135] A coefficient debugging module, used to debug the information security protection coefficient of real-time information security protection according to the historical information security protection coefficient;

[0136] A data description module is used to collect information security description data of the target business data items through real-time information security protection after the information security protection coefficient is debugged;

[0137] The information protection module is used to perform information security protection on the target business data items based on the information security description data collected by the real-time information security protection.

[0138] On the basis of the above, a data information security protection system based on artificial intelligence is shown, including a processor and a memory that communicate with each other, and the processor is used to read and execute a computer program from the memory to implement the above method.

[0139] Based on the above, a computer-readable storage medium is also provided, on which a computer program stored implements the above method when running.

[0140] In summary, based on the above scheme, under the condition that information security protection needs to be performed on the target business data items to be processed, the historical information security protection coefficient corresponding to the target business data items to be processed is first obtained, wherein the historical information security protection coefficient is the information security protection coefficient used to collect information security description data in the historical information security protection process of the target business data items, and therefore, the historical information security protection coefficient has a high correlation with the target business data items; debugging the information security protection coefficient of the real-time information security protection according to the historical information security protection coefficient can not only reduce the time consumption of the information security protection coefficient debugging process, thereby improving the information security protection efficiency, but also improve the correlation between the debugged information security protection coefficient and the target business data items, so that the real-time information security protection after the information security protection coefficient is debugged can accurately collect the information security description data of the target business data items, so as to perform information security protection on the target business data items according to the information security description data collected by the real-time information security protection, thereby improving the success rate of information security protection.

[0141] It should be understood that the system and its modules shown above can be implemented in various ways. For example, in some embodiments, the system and its modules can be implemented by hardware, software, or a combination of software and hardware. Among them, the hardware part can be implemented using dedicated logic; the software part can be stored in a memory and executed by an appropriate instruction execution system, such as a microprocessor or a dedicated design hardware. Those skilled in the art will understand that the above methods and systems can be implemented using computer executable instructions and / or included in a processor control code, such as a carrier medium such as a disk, CD or DVD-ROM, a programmable memory such as a read-only memory (firmware), or a data carrier such as an optical or electronic signal carrier. Such code is provided on the carrier medium such as a disk, CD or DVD-ROM, a programmable memory such as a read-only memory (firmware), or a data carrier such as an optical or electronic signal carrier. The system and its modules of the present application can not only be implemented by hardware circuits such as ultra-large-scale integrated circuits or gate arrays, semiconductors such as logic chips, transistors, or programmable hardware devices such as field programmable gate arrays, programmable logic devices, etc., but can also be implemented by software such as executed by various types of processors, and can also be implemented by a combination of the above hardware circuits and software (e.g., firmware).

[0142] It should be noted that different embodiments may produce different beneficial effects. In different embodiments, the beneficial effects that may be produced may be any one or a combination of the above, or any other beneficial effects that may be obtained.

Claims

1. A data information security protection method based on artificial intelligence, characterized in that: The method comprises: Obtaining a historical information security protection coefficient corresponding to the target business data item to be processed; wherein the historical information security protection coefficient is an information security protection coefficient used to collect information security description data during the historical information security protection process of the target business data item; Debugging the information security protection coefficient of real-time collection information security protection according to the historical information security protection coefficient; The information security description data of the target business data items are collected through real-time information security protection after the information security protection coefficient is debugged; Performing information security protection on the target business data items according to the information security description data collected by the real-time information security protection; The step of obtaining the historical information security protection coefficient corresponding to the target business data item to be processed includes: If a target business data item to be processed is detected, real-time tag information of the target business data item is obtained; Searching for historical tag information associated with the real-time tag information from a historical information security protection coefficient set; wherein the historical information security protection coefficient set includes a mapping relationship between historical tag information of different business data items and historical information security protection coefficients; Obtain the historical information security protection factor corresponding to the searched historical tag information; Before searching the historical information security protection factor set for the historical tag information associated with the real-time tag information, the method further includes: In the process of historical information security protection of the target business data item, historical tag information of the target business data item is obtained, and information security description data is collected through historical information security protection; Obtain the information security protection coefficient of the historical information security protection for collecting information security description data, and associate and cache the historical tag information of the target business data item and the obtained information security protection coefficient into the historical information security protection coefficient set; The step of obtaining the information security protection coefficient of the historical information security description data collected by the historical information security protection, and associating and caching the historical tag information of the target business data item and the obtained information security protection coefficient into the historical information security protection coefficient set includes: Perform information security protection on the target business data items according to the information security description data collected by the historical information security protection; If the information security description data collected according to the historically collected information security protection successfully protects the information security information of the target business data item, then the information security protection coefficient when the historically collected information security protection collects the information security description data is obtained, and the historical tag information of the target business data item and the obtained information security protection coefficient of the historically collected information security protection are associated and cached in the historical information security protection coefficient set.

2. The method according to claim 1, characterized in that If the information security description data collected by the historical information security protection successfully protects the information security information of the target business data item, then the information security protection coefficient when the information security description data is collected by the historical information security protection is obtained, including: If the information security information corresponding to the information security description data collected by the historical information security protection is successfully protected, a successful protection period is obtained; Calculate the difference between the acquisition period of the historical tag information of the target business data item and the successful protection period; If the difference is less than the set difference threshold, the successfully protected information security information is determined as the information security information of the target business data item, and the information security protection coefficient of the historically collected information security protection when collecting information security description data is obtained.

3. The method according to claim 1, characterized in that The associating and caching the historical tag information of the target business data item and the obtained information security protection coefficient of the historical collected information security protection into the historical information security protection coefficient set includes: The historical tag information of the target business data item, the information security protection coefficient obtained from the historically collected information security protection, and the information security information of the target business data item successfully protected according to the information security description data collected by the historically collected information security protection are associated and cached in the historical information security protection coefficient set.

4. The method according to claim 1, characterized in that The historical information security protection coefficient concentrates on the mapping relationship between historical tag information of different business data items, historical information security protection coefficients and information security information; The performing information security protection on the target business data items according to the information security description data collected by the real-time information security protection includes: Searching the target information security information corresponding to the real-time tag information from the historical information security protection factor set; Searching for information security description data corresponding to the target information security information from the information security information set, and comparing the searched information security description data with the information security description data collected by the real-time information security protection; If the searched information security description data is associated with the information security description data collected by the real-time information security protection, the target information security information is determined as the information security information of the target business data item.

5. The method according to claim 1, characterized in that If the target business data item to be processed is detected, real-time tag information of the target business data item is obtained, including: If a target business data item to be processed is detected, real-time label information of the target business data item is collected through the real-time information security protection; wherein the real-time label information is different from the type of the information security description data.

6. The method according to claim 1, characterized in that The method further comprises: If, within a specified period, the information security description data collected by the real-time information security protection does not protect the information security information of the target business data item, re-debugging the information security protection coefficient of the real-time information security protection according to the set debugging strategy; Re-collect the information security description data of the target business data item through the real-time collection information security protection after re-debugging the information security protection coefficient; Perform information security protection on the target business data items according to the re-collected information security description data; The real-time information security protection includes normal data protection and privacy data protection; the real-time information security protection after the information security protection coefficient is debugged collects the information security description data of the target business data items, including: The business characteristic data of the target business data item is collected through normal data protection after the information security protection factor is debugged, and the user personal characteristic information of the target business data item is collected through privacy data protection after the information security protection factor is debugged; The business characteristic data and the user personal characteristic information are spliced ​​to obtain a characteristic data splicing result of the target business data item, and the characteristic data splicing result is determined as the information security description data of the target business data item collected by the real-time information security protection.

7. A data information security protection system based on artificial intelligence, characterized in that: The invention comprises a processor and a memory communicating with each other, wherein the processor is used to read a computer program from the memory and execute the computer program to implement the method according to any one of claims 1 to 6.

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