CN105893462A - User network behavior analysis method and device - Google Patents
User network behavior analysis method and device Download PDFInfo
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- CN105893462A CN105893462A CN201610172502.1A CN201610172502A CN105893462A CN 105893462 A CN105893462 A CN 105893462A CN 201610172502 A CN201610172502 A CN 201610172502A CN 105893462 A CN105893462 A CN 105893462A
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- G—PHYSICS
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/951—Indexing; Web crawling techniques
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Abstract
The invention discloses a user network behavior analysis method and device, relates to the technical field of software development, and aims at solving the problem that the conventional network safety audition and analysis system cannot carry out targeted statistics on the user network behaviors. The method comprises the following steps: obtaining a network data package transmitted by an exchanger through a probe server; analyzing the network data package through a network data package analysis program to obtain network data package information; storing the network data package information in a search engine, wherein the search engine is used for classifying the network data package information and setting a search grammar according to the classification result; obtaining data package information matched with a search word through accessing to the search engine, wherein the search word accords with a search grammar stipulation.
Description
Technical field
The present invention relates to technical field of software development, more particularly relate to a kind of user network behavior analysis method
And device.
Background technology
Computer network security audit (Audit) refers to according to certain security strategy, utilizes record, system to live
The information such as dynamic and User Activity, check, examine and the environment of checked operation event and activity, thus find be
System leak, intrusion behavior or improve the process of systematic function.
Existing network security audit and the system of analysis are typically by packet capturing post analysis packet on switches
Mode, generates initial data, and these initial datas comprise MAC (Media Access Control, Chinese
Be called for short: media interviews control) address, source IP (Internet Protocol, Chinese be called for short: net association), source
Mouth, Target IP, target port, access URL (Uniform Resource Locator, Chinese be called for short:
URL), download file etc..For these initial datas, process further and may determine that
User accesses the network behaviors such as website, microblogging, forum, receiving and dispatching mail, transmission file, remote access.Root
According to said method, further can pass through by the network behavior record of user in the data base of relationship type
The data recorded in relevant database are shown by the Web page of design.But said method, also
There is problems in that when data volume is bigger, obtain the network behavior of user and show in Web page
Record data in relevant database are slower；Based on time, MAC Address or IP address party
The network behavior of formula record user and show record data in relevant database in Web page not
Enough directly perceived, it is impossible to well to embody the contact between data and dependency；User can not be retrieved at various networks
The key word simultaneously occurred in behavior.
In sum, existing network security audit and analysis system exist to enter for user network behavior
The problem of row specific aim statistics.
Summary of the invention
The embodiment of the present invention provides a kind of user network behavior analysis method and device, in order to solve existing net
There is the problem that can not carry out specific aim statistics for user network behavior in network security audit and analysis system.
The embodiment of the present invention provides a kind of user network behavior analysis method, including:
By probe server, obtain the network packet transmitted by switch；
Analyze program by network packet described network packet is analyzed, obtain described network data
Package informatin；
Described network data package informatin is preserved to search engine；Wherein, described search engine is to described network
Packet information is classified, and arranges search grammer according to described classification results；
By accessing described search engine, obtain the described packet information mated with search word, wherein, institute
State search word and meet described search phrase law regulation.
Preferably, described network data package informatin includes that one or more in following information combine:
MAC Address, source IP address, target ip address, source port, target port, host-host protocol.
Preferably, described described network data package informatin is preserved to search engine, including:
By the application programming interface of described search engine, described network data package informatin is preserved to institute
State search engine.
The embodiment of the present invention also provides for a kind of user network behavior analysis device, including:
First acquiring unit, for by probe server, obtaining the network packet transmitted by switch；
Second acquisition unit, is carried out described network packet point for analyzing program by network packet
Analysis, obtains described network data package informatin；
Storage unit, for preserving described network data package informatin to search engine；Wherein, described search
Described network data package informatin is classified by engine, and arranges search grammer according to described classification results；
3rd acquiring unit, for by accessing described search engine, obtaining the described number mated with search word
According to package informatin, wherein, described search word meets described search phrase law regulation.
Preferably, described network data package informatin includes that one or more in following information combine:
MAC Address, source IP address, target ip address, source port, target port, host-host protocol.
Preferably, described storage unit specifically for:
By the application programming interface of described search engine, described network data package informatin is preserved to institute
State search engine.
In the embodiment of the present invention, by probe server, obtain the network packet transmitted by switch；
Analyze program by network packet described network packet is analyzed, obtain described network packet letter
Breath；Described network data package informatin is preserved to search engine；Wherein, described search engine is to described network
Packet information is classified, and arranges search grammer according to described classification results；By accessing described search
Engine, obtains the described packet information mated with search word, and wherein, described search word meets described search
Grammatical norm.In said method, the network packet transmitted by switch is analyzed, after analyzing
Described network packet preserve in search engine, can be by meeting the search phrase that search engine is provided
The network packet preserved is retrieved by the search word of method, obtains the described packet letter mated with search word
Breath, further, it is also possible to according to actual needs, in a search engine input personalized and meet search
The search word of grammer, obtains user's data interested and the knot obtained according to described data interested
Opinion.Can not be for user network behavior such that it is able to solve that existing network security audit and analysis system exist
The problem carrying out specific aim statistics.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to enforcement
In example or description of the prior art, the required accompanying drawing used is briefly described, it should be apparent that, describe below
In accompanying drawing be only some embodiments of the present invention, for those of ordinary skill in the art, do not paying
On the premise of going out creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
A kind of user network behavior analysis method schematic flow sheet that Fig. 1 provides for the embodiment of the present invention；
A kind of user network behavior analysis apparatus structure schematic diagram that Fig. 2 provides for the embodiment of the present invention.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clearly
Chu, be fully described by, it is clear that described embodiment be only a part of embodiment of the present invention rather than
Whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not making creation
The every other embodiment obtained under property work premise, broadly falls into the scope of protection of the invention.
What Fig. 1 was exemplary shows a kind of user network behavior analysis method flow process that the embodiment of the present invention provides
Schematic diagram, the method may at least apply in network data statistics.
As it is shown in figure 1, a kind of user network behavior analysis method that the embodiment of the present invention provides, including following
Step:
Step 101, by probe server, obtains the network packet transmitted by switch；
Step 102, analyzes program by network packet and is analyzed described network packet, obtain institute
State network data package informatin；
Step 103, preserves described network data package informatin to search engine；Wherein, described search engine
Described network data package informatin is classified, and search grammer is set according to described classification results；
Step 104, by accessing described search engine, obtains the described packet information mated with search word,
Wherein, described search word meets described search phrase law regulation.
In a step 101, connected with the server of deployment in network by netting twine due to the mirror image network interface of switch
Connect, i.e. can obtain by connecting the probe server installing network packet analysis program on switches
The network packet transmitted by switch.
In a step 102, being provided with network packet and analyze program in probe server, this program can be led to
Cross network data package, obtain network data package informatin.
Specifically, network data package informatin includes following a kind of information or the combination of much information: MAC
Address, source IP address, target ip address, source port, target port, host-host protocol.Real in the present invention
Executing in example, the content specifically including network data package informatin does not limits.
In step 103, the network data package informatin got is possibly stored in search engine, specifically
Ground, network packet analyze application programming interface that program provided by search engine (English is:
Application Programming Interface, English abbreviation API), network data package informatin is preserved extremely
In search engine.
In embodiments of the present invention, in order to complete rapidly for user, MAC Address or IP ground
The network behavior statistics of location, and by using search engine to obtain the retrieval result of above-mentioned data, it is preferable that
The network packet preserved is classified by search engine according to information type, and according to classification results, if
Put the search grammer corresponding with classification results.
Concrete, the network behavior statistics for user, MAC Address or IP address can include following
Multiple method:
The key word that a: counting user occurs in various network behaviors simultaneously；
The number of times that b: the counting user identical network behavior in setting the time period occurs；
C: by association user, MAC Address and/or IP address, counting user is within the time period set
The number of times that identical network behavior occurs；
D: by associate device title, MAC Address and/or IP address, statistics equipment is setting the time period
The number of times that interior identical network behavior occurs；
E: add up ranking or the ranking of equipment of user in various network behaviors within the setting time period
Situation.
In embodiments of the present invention, it is possible to use search engine include but not limited to: Elastic Search,
Solr etc..
At step 104, by accessing described search engine, obtain the packet letter matched with search word
Breath.
In embodiments of the present invention, due to according to preserve to the packet information of search engine determine with
The search grammer that packet classification result is corresponding, therefore, the search word used in this step should comply with
Search phrase law regulation.
Specifically, input search word in a search engine, those users, MAC Address or IP can be checked
The network behavior of address occurs in that this search word；Input search word in a search engine, can check various
In network behavior, those users, MAC Address or IP address occur in that this search word simultaneously；At search engine
Middle input search word, can check this search word within a certain period of time, those users, MAC Address or
Transmitted on that network behavior of IP address and spread；Further, it is also possible to definition search word,
When network behavior occurs this search word, this network behavior is carried out record, and can pass through mail, note,
The modes such as wechat carry out alarm prompt to this network behavior.
Further, by inputting search word in a search engine, can get relevant to this search word
Information, in embodiments of the present invention, in order to complete at a high speed network behavior statistics, can pass through form,
The information relevant to search word got is carried out visual presentation by the modes such as chart, and can be clearly
Express the contact between data and dependency.
Concrete, in a search engine after input search word, detailed packet can be shown by form
Record information；The row of the displays such as column, broken line graph, the pie chart network behavior relevant to search word can be passed through
Name situation.In embodiments of the present invention, the mode of display with search word relevant information is not done concrete restriction.
Further, it is also possible to according to actual needs, perform more personalized retrieval in a search engine,
Wherein, the search word corresponding to personalized retrieval should comply with search grammar request, such that it is able to get use
The data that family is interested, and obtain related conclusions according to the data got.
Based on same inventive concept, embodiments provide kind of a user network behavior analysis device, due to
It is similar to planting user network behavior analysis method that this device solves the principle of technical problem, the therefore reality of this device
Execute the enforcement of the method for may refer to, repeat no more in place of repetition.
As in figure 2 it is shown, the kind user network behavior analysis device provided for the embodiment of the present invention, including: the
One acquiring unit 201, second acquisition unit 202, storage unit 203 and the 3rd acquiring unit 204.
First acquiring unit 201, for by probe server, obtaining the network number transmitted by switch
According to bag；
Second acquisition unit 202, is carried out described network packet for analyzing program by network packet
Analyze, obtain described network data package informatin；
Storage unit 203, for preserving described network data package informatin to search engine；Wherein, described
Described network data package informatin is classified by search engine, and arranges search phrase according to described classification results
Method:
3rd acquiring unit 204, for by accessing described search engine, obtaining the institute mated with search word
Stating packet information, wherein, described search word meets described search phrase law regulation.
Preferably, described network data package informatin includes that one or more in following information combine:
MAC Address, source IP address, target ip address, source port, target port, host-host protocol.
Preferably, described storage unit 203 specifically for:
By the application programming interface of described search engine, described network data package informatin is preserved to institute
State search engine.
Should be appreciated that this equipment dress according to unit that one of the above user network behavior analysis device includes is only
Put the logical partitioning that the function of realization is carried out, in actual application, superposition or the fractionation of said units can be carried out.
And the function that realized of a kind of user network behavior analysis device that this embodiment provides and above-described embodiment
There is provided a kind of user network behavior analysis method one_to_one corresponding, for this device realized more detailed
Handling process, is described in detail in said method embodiment one, is not described in detail herein.
Those skilled in the art are it should be appreciated that embodiments of the invention can be provided as method, system or meter
Calculation machine program product.Therefore, the present invention can use complete hardware embodiment, complete software implementation or knot
The form of the embodiment in terms of conjunction software and hardware.And, the present invention can use and wherein wrap one or more
Computer-usable storage medium containing computer usable program code (include but not limited to disk memory,
CD-ROM, optical memory etc.) form of the upper computer program implemented.
The present invention is with reference to method, equipment (system) and computer program product according to embodiments of the present invention
The flow chart of product and/or block diagram describe.It should be understood that can by computer program instructions flowchart and
/ or block diagram in each flow process and/or flow process in square frame and flow chart and/or block diagram and/
Or the combination of square frame.These computer program instructions can be provided to general purpose computer, special-purpose computer, embedding
The processor of formula datatron or other programmable data processing device is to produce a machine so that by calculating
The instruction that the processor of machine or other programmable data processing device performs produces for realizing at flow chart one
The device of the function specified in individual flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions may be alternatively stored in and computer or the process of other programmable datas can be guided to set
In the standby computer-readable memory worked in a specific way so that be stored in this computer-readable memory
Instruction produce and include the manufacture of command device, this command device realizes in one flow process or multiple of flow chart
The function specified in flow process and/or one square frame of block diagram or multiple square frame.
These computer program instructions also can be loaded in computer or other programmable data processing device, makes
Sequence of operations step must be performed to produce computer implemented place on computer or other programmable devices
Reason, thus the instruction performed on computer or other programmable devices provides for realizing flow chart one
The step of the function specified in flow process or multiple flow process and/or one square frame of block diagram or multiple square frame.
Although preferred embodiments of the present invention have been described, but those skilled in the art once know base
This creativeness concept, then can make other change and amendment to these embodiments.So, appended right is wanted
Ask and be intended to be construed to include preferred embodiment and fall into all changes and the amendment of the scope of the invention.
Obviously, those skilled in the art can carry out various change and modification without deviating from this to the present invention
Bright spirit and scope.So, if the present invention these amendment and modification belong to the claims in the present invention and
Within the scope of its equivalent technologies, then the present invention is also intended to comprise these change and modification.
Claims (6)
1. a user network behavior analysis method, it is characterised in that including:
By probe server, obtain the network packet transmitted by switch；
Analyze program by network packet described network packet is analyzed, obtain described network data
Package informatin；
Described network data package informatin is preserved to search engine；Wherein, described search engine is to described network
Packet information is classified, and arranges search grammer according to described classification results；
By accessing described search engine, obtain the described packet information mated with search word, wherein, institute
State search word and meet described search phrase law regulation.
2. the method for claim 1, it is characterised in that described network data package informatin include with
One or more combinations in lower information:
MAC Address, source IP address, target ip address, source port, target port, host-host protocol.
3. the method for claim 1, it is characterised in that described by described network data package informatin
Preserve to search engine, including:
By the application programming interface of described search engine, described network data package informatin is preserved to institute
State search engine.
4. a user network behavior analysis device, it is characterised in that including:
First acquiring unit, for by probe server, obtaining the network packet transmitted by switch；
Second acquisition unit, is carried out described network packet point for analyzing program by network packet
Analysis, obtains described network data package informatin；
Storage unit, for preserving described network data package informatin to search engine；Wherein, described search
Described network data package informatin is classified by engine, and arranges search grammer according to described classification results；
3rd acquiring unit, for by accessing described search engine, obtaining the described number mated with search word
According to package informatin, wherein, described search word meets described search phrase law regulation.
5. device as claimed in claim 4, it is characterised in that described network data package informatin include with
One or more combinations in lower information:
MAC Address, source IP address, target ip address, source port, target port, host-host protocol.
6. device as claimed in claim 4, it is characterised in that described storage unit specifically for:
By the application programming interface of described search engine, described network data package informatin is preserved to institute
State search engine.
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| CN201610172502.1A CN105893462A (en) | 2016-03-20 | 2016-03-20 | User network behavior analysis method and device |
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Application publication date: 20160824 |