CN102495885B - Method for integrating information safety data based on base-networking engine - Google Patents
Method for integrating information safety data based on base-networking engine Download PDFInfo
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- CN102495885B CN102495885B CN201110404831.1A CN201110404831A CN102495885B CN 102495885 B CN102495885 B CN 102495885B CN 201110404831 A CN201110404831 A CN 201110404831A CN 102495885 B CN102495885 B CN 102495885B
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Abstract
The invention relates to a method for integrating information safety data based on a base-networking engine. The method comprises the following steps of: extracting, acquiring, analyzing and processing resource data to form a resource data final base; and extracting, converting and loading service data which are provided by a certain unit through data transmission, information encrypting, format conversion and system management by using a resource information extraction and conversion system to form a resource data original base. The method has the advantages that: an original data set of a unified format can be formed by exchanging or extracting and converting data from different sources, and a normative and standard resource data final base is formed by processing the data; complicated and disordered data can be normalized and standardized; by using a visual configuration interface and adopting a trackable data extraction conversion mode and a self-defined data processing mode, the whole operating flow is simple, convenient and easy; and data contents are defined and converted in an extensible markup language (XML) format, so that data presentation is more extensible and more flexible.
Description
Technical field
The present invention relates to field of information security technology, more particularly to a kind of information security data based on storehouse networking engine are whole
Conjunction method.
Background technology
With the research and development of information security data resource, various information secure data relation is intricate, comprehensively careful
, science, efficient, the multi-level integration for completing information security data be a vital task, information security therein
Data contain leak data, patch data, product information, Validation Code, detection code, malicious code, personal information, system
Information, organization, domain address, IP address, documents and materials, oss message, executable code, aacode defect, data file etc.
The 17th Session of the General Assembly class data.But, this 17th Session of the General Assembly class Data Source in different business libraries and the incidence relation of complexity, than if any
The Service Databases such as Data Source text, some Data Source oracle, mysql, sqlserver, db2, the need also having
Resource data is obtained from the Internet using web crawlers instrument, thus result in data disunity, lack of standardization, incidence relation and mix
The feature such as random.Therefore, for data described above are not unified enough, inadequate specification the problems such as, need a kind of new efficient
Information security data integration method.
The present invention is based on storehouse networking engine, it is proposed that brand-new information security data integration method.Storehouse networking engine implementation
To collecting and change from different channel data, the data of consolidation form are provided for further data analysiss and processing.Number
It is divided into two types according to collecting：One is to extract indirectly data by operation system, and this is it should be understood that the data of operation system offer
Interface；Two is that, from data base or data file extracting directly data, this is it should be understood that the storage organization and form of data.Network in storehouse
Engine is made up of preposition converting system, advance data storehouse, data aggregate system and conformity of business operation layer data storehouse, by preposition conversion
System realizes data conversion, is stored in advance data storehouse；Tidal data recovering is realized by data aggregate system, conformity of business operation is stored in
Layer data storehouse.Storehouse networking engine was capable of achieving to collecting and change from different channel data, be further data analysiss with
Processing provides the data of consolidation form.Based on storehouse network engine information security data integration method, to lifted Data Integration
Efficiency is significant.
Therefore, for the number of drawbacks of above-mentioned aspect, need reasonably to improve existing technology.
The content of the invention
The present invention provides a kind of effectively integrating and being conducive to fully understanding information security number for information security data resource
According to the information security data integration method for providing the engine of networking based on storehouse for maximizing help, to solve the deficiencies in the prior art.
For achieving the above object, the present invention is employed the following technical solutions：
A kind of information security data integration method of engine of being networked based on storehouse, is mainly included the following steps that：
(1) carry out resource data and extract collection：
1. if the business datum that there is advance data storehouse by the way of the preposition exchange of asset data information processing, join
The department exchanged with information realizes data exchange using front end processor mode, and the department is by operating system, preposition exchange resource information
Storehouse, information exchange communication interface, information and exchange bridge system composition；Take part in building department by department LAN need exchange number
According to front end processor is sent to, front end processor transfers data to information exchange platform, and information exchange platform carries out respective handling to data
Transmit data to certain front end processor in network later according to operation flow, the business department that front end processor is located can just pass through
Front end processor directly obtains required data；Meanwhile, the business department for participating in information exchange using front end processor mode is responsible for offer
And manage the data；
2. resource data extract be provided between the business datum for realizing different business storehouse on crossover tool safety, can
Converting system is extracted by, stable, efficient resource information, the resource information is extracted converting system and added by data transfer, information
The business datum that certain unit is provided carries out extracting, changed by the conversion of close, form, system administration means, load and form number of resources
According to original storehouse；
(2) carry out data analysiss processing：Data mart modeling analysis system is carried out clearly to processing the data that middle database has been collected
Wash, associate, process, the process to different pieces of information is realized according to certain processing rule, suspicious data is processed, cleaning
After processing, correct data are stored in the final storehouse of resource data, provide support for each data resource subsystem construction；
(3) form the final storehouse of resource data：The final storehouse of resource data is by persistence architecture above and processing point
The final resource database formed after analysis, provides data supporting for other operation systems；Finally, by arranging safety management
Mechanism realizes data staging management, rights management, CA safety certification, security audit etc., and the data of different safety class are carried out
Encryption, realizes data safety backup.
For the data acquisition conducted in step (1), mainly pass through data acquisition and exchange system by each business number
According to switching centre is aggregated into simultaneously, the original storehouse of resource information is formed；Then according to summary information is entered row information by certain rule
Uniformity comparison is processed, and the result Jing information exchange platform of comparison returns to department and switching centre, switching centre will it is complete, one
The resource information data storage of cause is to the final storehouse of resource data.
For the data pick-up conducted in step (1), periodically extract operation system using arranging, including the number of front end processor
Incremental data is extracted according to abstraction module from each operation system, data pick-up process can start periodically or at any time, and data enter preposition
Increase incremental data mark while machine；Resource platform starts periodically or at any time the flow process from front end processor data pick-up.
It is of the present invention to be had the beneficial effect that based on the network information security data integration method of engine of storehouse：
(1) be conducive to the data of separate sources by exchanging or extracting the raw data set that conversion forms consolidation form,
Then, then by data mart modeling process form the final storehouse of resource data of specification, standard；
(2) can be by complicated, chaotic relation data regulation and standardization；
(3) by visual configuration interface, traceable persistence architecture, self-defining data mart modeling mode, make
It is whole operating simple flow, easy-to-use；
(4) be defined and change data content by using xml format modes, make data display have more extensibility and
Motility.
Description of the drawings
The present invention is described in further detail below according to accompanying drawing.
Fig. 1 Fig. 1 is that the flow process of the information security data integration method described in the embodiment of the present invention based on storehouse networking engine is shown
It is intended to.
Specific embodiment：
As shown in figure 1, the information security data integration method of the engine of being networked based on storehouse described in the embodiment of the present invention, entirely
Technical scheme figure can extract collection, data point by resource data is divided into based on the information security data integration method of storehouse networking engine
Analysis processing engine, these three technology segments of the final storehouse of resource data, mainly include the following steps that：
(1) carry out resource data and extract collection：
1. if the business datum that there is advance data storehouse by the way of the preposition exchange of asset data information processing, join
The department exchanged with information realizes data exchange using front end processor mode, and the department is by operating system, preposition exchange resource information
Storehouse, information exchange communication interface, information and exchange bridge system composition；Take part in building department by department LAN need exchange number
According to front end processor is sent to, front end processor transfers data to information exchange platform, and information exchange platform carries out respective handling to data
Transmit data to certain front end processor in network later according to operation flow, the business department that front end processor is located can just pass through
Front end processor directly obtains required data；Meanwhile, the business department for participating in information exchange using front end processor mode is responsible for offer
And the data are managed, it is between exchange department and information exchange platform, to share the transfer resource information bank that information bidirectional is exchanged, bag
Include information and the information received from other business departments that business department externally issues.
2. resource data extract be provided between the business datum for realizing different business storehouse on crossover tool safety, can
Converting system is extracted by, stable, efficient resource information, the resource information is extracted converting system and added by data transfer, information
The business datum that certain unit is provided is carried out extracting, changes, loads formation by the conversion of close, form, a series of means of system administration
The original storehouse of resource data.
(2) carry out data analysiss processing：Data mart modeling analysis system is carried out clearly to processing the data that middle database has been collected
Wash, associate, process, the process to different pieces of information is realized according to certain processing rule, suspicious data is processed, cleaning
After processing, correct data are stored in the final storehouse of resource data, provide support for each data resource subsystem construction.First to each
The data in channel source are planted by analysis and is compared, then carried out duplicate removal, go the processing such as discrimination, numbering, classification, name, form rule
The data of generalized；Data analysiss are analyzed and are identified to the incidence relation of data with while processing again, to reflect that data are retouched
The incidence relation of object is stated, the data that are mutually related are formed.Related data cleansing is set up according to the feature of data description object
Rule, data association rule and data mart modeling rule, and according to this processing system is arranged accordingly, so as to improve data point
Analysis and the automatization and efficiency that process.
(3) form the final storehouse of resource data：The final storehouse of resource data is by persistence architecture above and processing point
The final resource database formed after analysis, provides data supporting for other operation systems；Finally, by arranging safety management
Mechanism realizes data staging management, rights management, CA safety certification, security audit etc., and the data of different safety class are carried out
Encryption, realizes data safety backup.
Using frame structure generally above, mainly with following advantage：1. using exchange front end processor and preposition exchange
Exchange network is effectively come by asset data information storehouse with department service Network Isolation, protects department's operation system and resource
The safety in data message storehouse；2. bridge joint achievement unit door business information base is exchanged using information real-time online with preposition exchange information bank
Exchange, meet the target that online real time information is exchanged between all departments；3. the information that setting up has center to exchange management function is exchanged
Platform, can be easy to the extension of system administration and system；4. built based on information exchange platform, can it is reliable in guarantee information,
Efficiently, on the premise of safe transmission, various heterogeneous platforms or data source is supported, is easy to the Quick Extended of platform；5. whole system
With good autgmentability, meet national government information resources switching architecture standard and other relevant criterion.
The information security data integration method of the engine of being networked based on storehouse described in the above embodiment of the present invention, for step
(1) each business datum is mainly aggregated into exchange by data acquisition with exchange system by data acquisition conducted in simultaneously
Center, forms the original storehouse of resource information；Then according to summary information is carried out consistency on messaging by certain rule compares processing, than
To result Jing information exchange platform return to department and switching centre, switching centre is by complete, consistent resource information data
Store the final storehouse of resource data；Acquisition mode is divided into：
1. operation system and the synchronization of advance data storehouse：Data to required collection are realized using database synchronization technology,
Synchronization process from business system database to front end processor (data base of front end processor refer to with each operation system identical data
Library structure)；
2. resource platform extracts incremental data data from front end processor, and data pick-up flow process can start periodically or at any time, data
Abstraction module extracts incremental data from front end processor data base, collects into data resource platform that (incremental data recognition method is index
According to abstraction module according to timestamp or other recognition marks are updated, the incremental data of each operation system is extracted)；
3. the detailed process of data input includes：Each operation system data base is embedded in trigger, realizes incremental data, renewal
Data and delete data at any time, automatic synchronization to front end processor, while trigger is synchronized to front end processor, can be to newly-increased data addition
Incremental data mark；Resource platform starts periodically or at any time the flow process from front end processor data pick-up, and data pick-up is from front end processor number
Incremental data is extracted according to storehouse, is collected into data resource platform.This method for interchanging data feature：Need to touch operation system exploitation
Device is sent out, each operation system is embedded in；Operation system data volume than it is larger when real-time and treatment effeciency it is higher；Incremental data is identified
Carry out in front damming, the data for not having increment mark to operation system can also be processed.
The information security data integration method of the engine of being networked based on storehouse described in the above embodiment of the present invention, for step
(1) data pick-up conducted in periodically extracts operation system using setting, including：
1. the data extraction module of front end processor from each operation system extract incremental data, data pick-up process can periodically or with
Shi Qidong, data increase incremental data mark while entering front end processor (data base of front end processor is i.e. different from each operation system
Database structure and data base, data pick-up is carried out to different Service Databases using adapter), (incremental data recognize
Mode refers to that data extraction module, according to timestamp or other recognition marks are updated, extracts the incremental data of each operation system)；
2. resource platform starts periodically or at any time the flow process from front end processor data pick-up：Data pick-up is from front end processor data base
Incremental data is extracted, is collected into data resource platform.
The information security data integration method of the engine of being networked based on storehouse described in the above embodiment of the present invention, for step
(2) the data mart modeling processing mode conducted in is：To various channels source data by analysis and compare, carry out duplicate removal,
Go discrimination, numbering, classification, name etc. to process, form normalized data；Simultaneously the incidence relation of data is analyzed and is marked
Know, to reflect the incidence relation of data description object, form the data that are mutually related.Set up according to the feature of data description object
Related data cleansing is regular, data association rule and data mart modeling are regular, and according to this processing system is arranged accordingly,
So as to improve automatization and the efficiency of data analysiss and processing.The data mart modeling processing mode has following features：1. adopt base
In platform architecture and the design of J2EE, and realized using technological development such as currently advanced struts, hibernate, supported
The various applied environments such as Tomcat, WebLogic, WebSphere, Apusic；2. provide based on various domestic and international mainstream datas
Storehouse, such as：The interface definition of the data systems such as Oracle, SQL Server, Sybase and information processing, the information source of processing can be with
Freely define, and support the various operating system platforms such as Unix, Windows, Linux；3. support the information of various data mart modelings
Pretreatment and process strategy, there is provided the data mart modeling of unified, efficient, multitask processes engine, flexibly, dynamically can define and match somebody with somebody
Put specific data mart modeling process and processing mode；4. multiple threads mechanism is adopted, the multitask of a set of system of processing is supported
Management function, various tasks can freely be defined and be managed concentratedly, and operation interface and use are very simple clear；5. support to be based on
The Information procession of various file based database application systems, such as：DBF, EXECL, XML etc., information processing strategy and configuration are used
Unified, easy management platform and instrument；6. the various processing sides such as the automatic processed of resource data, manual processed are supported
Formula, can also further implement the service functions such as processing result output or statistical analysiss to the result data after processing；7. provide detailed
Most Information procession and process log services, can be with the log category of self-defined needs and detailed levels degree；8. provide complete
Independent secure access and control system, various operations and resource are using can be by defining role and user etc. completing；9. adopt
With B/S architecture designs and exploitation, user is using intuitively, simply, with little need for special training, product is simultaneously with administration interface
Offer is online to use the functions such as help.
The information security data integration method of the engine of being networked based on storehouse described in the above embodiment of the present invention, for step
(2) the data mart modeling handling process conducted in is：1. the data first to collecting carry out pretreatment, mainly to data content
Standardization processing is carried out, including：In specification some critical fielies whether comprising "-", specification Chinese and English title full-shape half-angle with
And space etc.；2. information centre's system is extracted needs the data of processing to carry out the automatic processed of system, and resource data is by number
Data will be formed into original resource database according to certain Codes and Standards according to extraction tool is exchanged after persistence architecture,
Then the clean number of resources of clear formation one is being carried out according to certain clear data rule by data mart modeling engine to data
According to storehouse, due to the incidence relation that there is complexity between derived data, therefore using certain correlation rule to clean resource
Data carry out data association, ultimately form the final storehouse of resource data, and final storehouse is formed resource data formal storehouse everywhere finally, with
For the application of other operation systems；3. in data mart modeling processing system according to certain regular configuration data processing mode, so
Performing data mart modeling afterwards can be by the purpose data classifying after processing to the final storehouse of resource data.
It is below the data related to this case and code citing：
(1) character string is replaced.The data of a fields of data base's A tables are substituted for into b.B can be character string, numeral or
Chinese, such as：By it is the data in ph_impt_level (severity level) field of patch table every encounter " Highest " or
" High " is all substituted for " serious ", encounters " Critical " or " Moderately Critical " and all replace in every data
Into " important "；
(2) space of the middle character string that clears data.The data dump of b fields in B tables in data base is fallen into before and after space,
Such as：By space before and after the data dump character string of vulname fields in t_sebug tables；
(3) character string is intercepted.There are two kinds of situations：1) whether certain character string is included in judging data, intercept if having
The character string retains remaining part.Retain the character string if not；2) a dropping character string part is intercepted, according to two kinds of situations
Illustrate that citing is respectively：
1) such as following three datas www.chinaiyou.com
4989stoneauction.com
www.whfcd.com
" www. " substring is included whether in first determining whether data, intercept, retain latter half, if not having if having
With regard to not carrying out any process.The result of so this three character strings is to see remark information.
2) intercept the extension name of following three character strings
php-5.3.6-nts-Win32-VC9-x86.zip
zip_stream_errors_reported.patch.patch.txt
8.1-Quickr-LQ01447-Domino-i50S.exe
So intercept after result be exactly：
Zip
Txt
Exe initial datas：
www.chinaiyou.com
4989stoneauction.com
www.whfcd.com
Result after process：
chinaiyou.com
4989stoneauction.com
whfcd.com
(4) character string splits, incremental data processed process description：There are leak, affected entities in Service Database
Data are newly-increased, modification when, change data division is added incremental data table in time；Networking engine in resource platform storehouse is periodically to increasing
Amount tables of data carries out data pick-up, adds or update the pending data storehouse of storehouse networking engine；For avoiding repeating to import, incremental number
After pending data queue is added, delete from incremental data storehouse or be masked as importing state, while incremental data point
To be capable of identify that with data, data-interface is changed for newly-increased data；Resource platform carries out data mart modeling analysis to pending data,
It is processed to identify the processing data simultaneously.
Above example is one kind of the present invention more preferably specific embodiment, and those skilled in the art are in the technical program
In the range of the usual variations and alternatives that carry out should be comprising within the scope of the present invention.
Claims (3)
1. it is a kind of based on storehouse network engine information security data integration method, it is characterised in that mainly include the following steps that：
(1) carry out resource data and extract collection：
1. if the business datum that there is advance data storehouse by the way of the preposition exchange of asset data information processing, participate in letter
The department that breath is exchanged realizes data exchange using front end processor mode, and the department is by operating system, preposition exchange resource information bank, letter
Breath exchanges communication interface, information and exchanges bridge system composition；Take part in building department by department LAN need exchange data send out
Front end processor is sent to, front end processor transfers data to information exchange platform, after information exchange platform carries out respective handling to data
Certain front end processor in network is transmitted data to according to operation flow, and the business department that front end processor is located can just pass through preposition
Machine directly obtains required data；Meanwhile, the business department for participating in information exchange using front end processor mode is responsible for providing and manages
Manage the data；
2. it is provided with the extraction crossover tool of resource data safe and reliable between the business datum for realizing different business storehouse, steady
Fixed, efficient resource information extracts converting system, and the resource information extracts converting system by data transfer, information encryption, lattice
The business datum that certain unit is provided carries out extracting, changed by formula conversion, system administration means, load that to form resource data original
Storehouse；
(2) carry out data analysiss processing：Data mart modeling analysis system is carried out cleaning, is closed to processing the data that middle database has been collected
Connection, processing, realize the process to different pieces of information according to certain processing rule, suspicious data are processed, surface cleaning
Correct data are stored in the final storehouse of resource data afterwards, provide support for each data resource subsystem construction；
(3) form the final storehouse of resource data：The final storehouse of resource data be by persistence architecture above and Machining Analysis with
The final resource database for being formed afterwards, provides data supporting for other operation systems；Finally, by arranging Security Administration Department
Data staging management, rights management, CA safety certification, security audit is realized, place is encrypted to the data of different safety class
Reason, realizes data safety backup.
2. it is according to claim 1 based on storehouse network engine information security data integration method, it is characterised in that：Carry out
Data acquisition when each business datum is aggregated into simultaneously by switching centre by data acquisition and exchange system, form resource letter
Cease original storehouse；Then according to summary information is carried out consistency on messaging by certain rule compares processing, the result Jing information of comparison
Switching plane returns to department and switching centre, and switching centre is by complete, consistent resource information data storage to resource data
Final storehouse.
3. it is according to claim 1 based on storehouse network engine information security data integration method, it is characterised in that：Step
(1) data pick-up conducted in, periodically extract operation system using arranging, including front end processor data extraction module from each industry
Business system extracts incremental data, and data pick-up process can start periodically or at any time, and data increase increment while entering front end processor
Data Identification；Resource platform starts periodically or at any time the flow process from front end processor data pick-up.
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| CN106776780B (en) * | 2016-11-23 | 2020-05-01 | 中国科学院软件研究所 | Data exchange and sharing method and system in cloud environment |
| CN106776974B (en) * | 2016-12-06 | 2019-08-20 | 广东金赋科技股份有限公司 | A kind of big data monitoring method and device based on configuration |
| CN107644058A (en) * | 2017-08-10 | 2018-01-30 | 安徽大之科技有限公司 | A kind of data mart modeling processing system |
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| CN109753502B (en) * | 2018-12-29 | 2023-05-12 | 浪潮软件科技有限公司 | Data acquisition method based on NiFi |
| CN110222108A (en) * | 2019-05-28 | 2019-09-10 | 上海易点时空网络有限公司 | For data processing method derived from data format and device |
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