CN103532937B - Application identification verifying method and device - Google Patents
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- CN103532937B CN103532937B CN201310456151.3A CN201310456151A CN103532937B CN 103532937 B CN103532937 B CN 103532937B CN 201310456151 A CN201310456151 A CN 201310456151A CN 103532937 B CN103532937 B CN 103532937B
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Abstract
The embodiment of the invention provides an application identification verifying method and an application identification verifying device. The method comprises the steps that application identification results of user equipment are obtained, wherein application identification results of user equipment comprise at least one first application identifier and flow rates corresponding to each first application identifier; application identification results of gateway equipment are obtained, wherein the application identification results of the gateway equipment comprise at least one second application identifier and flow rates corresponding to each second application identifier; according to the at least one first application identifier, the flow rates corresponding to each first application identifier, the at least one second application identifier and the flow rates corresponding to each second application identifier, the application identification results of the gateway equipment are verified, and the first error judgment value of the application identification results of the gateway equipment is determined. The method and the device provided by the embodiment of the invention have the advantage that the application identification results of the gateway equipment can be fast and accurately verified.
Description
Technical field
The present embodiments relate to communication technology, more particularly, to a kind of application identification verification method and device.
Background technology
Emerge in an endless stream with various applications, more more complicated security risks are hidden among various applications, for example: some
Consume the application of bandwidth, Streaming Media, video are downloaded etc., tie up normal Internet resources, have a strong impact on the normal work of enterprise,
Network manages be faced with new challenges and new problem completely.
Gateway device is extremely important to the identification of application, particularly the accurately identifying of application traffic, and not only can know clearly whole
The ruuning situation of network, and for real needs, accurate management and control can be carried out to user behavior, this both can protect to a certain extent
The Effec-tive Function of card Business Stream, also can prevent the suspension event causing due to Intranet poisoning.
Therefore, the application identification to gateway device is verified and is analyzed, most important to network management and network security.
However, prior art lack one kind can quickly, accurate validation and analysis application know method for distinguishing.
Content of the invention
The embodiment of the present invention provides a kind of application identification verification method and device, can quickly, accurate validation gateway device
Application recognition result.
In a first aspect, the embodiment of the present invention provides a kind of application identification verification method, comprising:
Obtain the application recognition result of user equipment, the application recognition result of described user equipment include at least one first
Application identities, the corresponding flow of each described first application identities；
Obtain the application recognition result of gateway device, the application recognition result of described gateway device include at least one second
Application identities, the corresponding flow of each described second application identities；
According at least one first application identities described, the corresponding flow of each described first application identities, and described extremely
Few second application identities, the corresponding flow of each described second application identities, the application recognition result to described gateway device
Verified, determined the first erroneous judgement value of the application recognition result of described gateway device.
Second aspect, the embodiment of the present invention provides a kind of application identification checking device, comprising:
First acquisition module, for obtaining the application recognition result of user equipment, the application identification knot of described user equipment
Fruit includes at least one first application identities, the corresponding flow of each described first application identities；
Second acquisition module, for obtaining the application recognition result of gateway device, the application identification knot of described gateway device
Fruit includes at least one second application identities, the corresponding flow of each described second application identities；
Authentication module, for according at least one first application identities described, the corresponding stream of each described first application identities
Amount, and at least one second application identities described, the corresponding flow of each described second application identities, to described gateway device
Application recognition result is verified, determines the first erroneous judgement value of the application recognition result of described gateway device.
Application identification verification method provided in an embodiment of the present invention and device, by obtaining the application identification knot of user equipment
Really, the application recognition result of described user equipment includes at least one first application identities, each described first application identities correspond to
Flow；Obtain the application recognition result of gateway device, the application recognition result of described gateway device include at least one second
Application identities, the corresponding flow of each described second application identities；According at least one first application identities described, each described first
The corresponding flow of application identities, and at least one second application identities described, the corresponding flow of each described second application identities,
The application recognition result of described gateway device is verified, determines the first erroneous judgement of the application recognition result of described gateway device
Value, it is not necessary to personnel detect to scene to gateway device, can be passed through with the application recognition result of fast verification gateway device
Using the application recognition result of user equipment as checking foundation, and the application recognition result with reference to gateway device, to gateway device
Application recognition result verified, improve validation gateway equipment application recognition result accuracy.
Brief description
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 embodiment or existing
Have technology description in required use accompanying drawing be briefly described it should be apparent that, drawings in the following description are these
Some bright embodiments, for those of ordinary skill in the art, without having to pay creative labor, acceptable
Other accompanying drawings are obtained according to these accompanying drawings.
The flow chart that Fig. 1 applies identification verification method embodiment one for the present invention；
The flow chart that Fig. 2 applies identification verification method embodiment two for the present invention；
Fig. 3 is the structural representation of present invention application identification checking device embodiment one；
Fig. 4 is the structural representation of present invention application identification checking device embodiment two.
Specific embodiment
Purpose, technical scheme and advantage for making the embodiment of the present invention are clearer, below in conjunction with the embodiment of the present invention
In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described it is clear that described embodiment is
The 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
The every other embodiment being obtained under the premise of not making creative work, broadly falls into the scope of protection of the invention.
The flow chart that Fig. 1 applies identification verification method embodiment one for the present invention.The application identification that the present embodiment provides is tested
Card method can be realized by arbitrary application identification checking device, and this application identification checking device can be by software and/or hard
Part is realized.As shown in figure 1, the application identification verification method of the embodiment of the present invention includes:
Step 101, the application recognition result of acquisition user equipment, the application recognition result of described user equipment is included at least
One the first application identities, the corresponding flow of each described first application identities；
Step 102, the application recognition result of acquisition gateway device, the application recognition result of described gateway device is included at least
One the second application identities, the corresponding flow of each described second application identities；
Step 103, according at least one first application identities described, the corresponding flow of each described first application identities, with
And described at least one second application identities, the corresponding flow of each described second application identities, the application to described gateway device
Recognition result is verified, determines the first erroneous judgement value of the application recognition result of described gateway device.
During concrete application, step 101 and step 102 do not have strict sequential relationship.In the present embodiment, in step
In rapid 101, obtain the application recognition result of user equipment, wherein user equipment can be various smart mobile phones, PC, put down
Plate etc. all can produce the equipment of data traffic, the application recognition result of user equipment includes at least one first application mark
Knowledge, the corresponding flow of each first application identities.
It will be understood by those skilled in the art that being mounted with various first applications on a user device, when on application apparatus
Various first applications are in use, it is possible to create flow, wherein flow refer mainly to data traffic.Implementing process
In, user equipment obtains at least one first application identities, each by process manager, process monitoring device, network connector etc.
The corresponding flow of first application identities.Then application identification checking device obtains the application recognition result of user equipment.Concrete
During realization, user equipment periodically can send the application recognition result of user equipment to application identification checking device,
Or, from application identifying device to user equipment send request message, user equipment after receiving request message, feedback user
The application recognition result of equipment, or apply identifying device directly to derive the application identification knot of user equipment from user equipment
Really.
It will be understood by those skilled in the art that the corresponding flow of each first application identities obtaining on a user device is defined
True flow.
In a step 102, the application recognition result of gateway device, wherein, the application recognition result bag of gateway device are obtained
Include at least one second application identities, the corresponding flow of each second application identities.Specifically, gateway device is to each second application
Flow carries out traffic monitoring, obtains the flow of each second application, and then application identification checking device receives what gateway device sent
Application recognition result.It will be understood by those skilled in the art that the second flow applied that gateway device obtains, it is that gateway device enters
Row traffic monitoring obtains, and does not directly obtain from user equipment, therefore, each second application identities pair that gateway device obtains
The flow answered is not accurate flow, there is error.It will be understood by those skilled in the art that application identification checking device obtains net
The application recognition result of pass equipment is similar with the mode of the application recognition result that application identification checking device obtains user equipment, this
Here is omitted for embodiment.
It will be understood by those skilled in the art that for same application, for the ease of distinguishing, for user equipment, referred to as the
One application, corresponding be designated the first application identities, for gateway device, the referred to as second application, corresponding be designated second should
With mark.
In step 103, during implementing, the application recognition result of user equipment is accurate recognition result,
And the application recognition result of gateway device is inaccurate recognition result.Therefore, the application recognition result of user equipment can be made
For verifying foundation, and the application recognition result with reference to gateway device, the application recognition result of gateway device is verified, obtains
First erroneous judgement value of the application recognition result of gateway device.
Size according to the first erroneous judgement value is it may be determined that the accuracy of the application recognition result of gateway device.When first misses
Sentence value larger when, illustrate gateway device to application recognition accuracy relatively low, when the first erroneous judgement value is less, gateway device is described
Recognition accuracy to application is higher.
Application provided in an embodiment of the present invention identifies verification method, by obtaining the application recognition result of user equipment, institute
The application recognition result stating user equipment includes at least one first application identities, the corresponding stream of each described first application identities
Amount；Obtain the application recognition result of gateway device, the application recognition result of described gateway device includes at least one second application
Mark, the corresponding flow of each described second application identities；According at least one first application identities described, each described first application
Identify corresponding flow, and at least one second application identities described, the corresponding flow of each described second application identities, to institute
The application recognition result stating gateway device is verified, determines the first erroneous judgement value of the application recognition result of described gateway device,
It is not required to want personnel to scene, gateway device to be detected, can be with the application recognition result of fast verification gateway device, by inciting somebody to action
The application recognition result of user equipment is as checking foundation, and the application recognition result with reference to gateway device, to gateway device
Application recognition result is verified, improves the accuracy of the application recognition result of validation gateway equipment.
Adopt specific embodiment below, the application identification verification method of the present invention is described in detail.Specifically can be such as
Shown in Fig. 2, the flow chart that Fig. 2 applies identification verification method embodiment two for the present invention, as shown in Fig. 2 application identification authentication
Method includes:
Step 201, the application recognition result of acquisition user equipment；
The specific implementation of this step is similar with step 101, and here is omitted for this enforcement.
Step 202, the application recognition result of acquisition gateway device；
The specific implementation of this step is similar with step 102, and here is omitted for the present embodiment.
Step 203, determine whether each first application identities are mated with each second application identities, if so, then execution step
204, if it is not, then execution step 205；
Coupling in the present embodiment refers to that the first application identities identical corresponding with the second application identities is applied, that is, determine each
First application identities identical whether corresponding with each second application identities is applied.For example, the first application identities are a, the second application
It is designated a, then the first application identities are mated with the second application identities.For the ease of distinguishing and describing, apply to all of first
Mark plus specificator 1, that is, a1, b1, c1, etc., specificator 2 is added to all of second application identities, i.e. a2, b2, c2 etc..When each
When one application identities are mated with each second application identities, i.e. a1 and a2 coupling, b1 and b2 mates, c1 and c2 mates.
When all of first application identities are all mated with all of second application identities, execution step 204, if it is not, then
Execution step 205.
Step 204, according to the corresponding flow of each first application identities and the corresponding flow of each second application identities, obtain
At least one coupling the first application identities and the second application identities corresponding first flow difference, and according at least one first
Flow difference determines the first erroneous judgement value of the application recognition result of gateway device, execution step 206；
During implementing, according to the corresponding flow of a1, b1, c1 and the corresponding flow of a2, b2, c2, obtain to
First application identities of a few coupling and the second application identities corresponding first flow difference, i.e. a1-a2=ac, b1-b2
=bc, c1-c2=cc, can determine the first erroneous judgement value of the application recognition result of gateway device according to first flow difference.
Specifically, according at least one described first flow difference, obtain the first difference and apply according to each described first
Identify corresponding flow, obtain first flow and, according to described first difference and with described first flow and ratio, determine institute
State the first erroneous judgement value β of the application recognition result of gateway device.Specifically, the first erroneous judgement value β can be determined by formula one.
Step 205, according to the corresponding flow of each first application identities and the corresponding flow of each second application identities, obtain
First application identities of coupling and the second application identities corresponding second flow difference and unmatched first application identities pair
The flow answered and/or the corresponding flow of the second application identities, and according to second flow difference, unmatched first application identities pair
The flow answered and/or the corresponding flow of unmatched second application identities, determine gateway device applies the first of recognition result
Erroneous judgement value, execution step 206.
When all first application identities are not mated completely with all of second application identities, for example, the first application mark
Know for a1, b1, c1, d1, the second application identities are a2, b2, c2, e2, when each first application identities and each second application identities
Timing, a1 and a2 mates, b1 and b2 mates, c1 and c2 mates, and d1 is then mismatched with e2.
During implementing, according to the corresponding flow of a1, b1, c1, d1 and the corresponding flow of a2, b2, c2, e2,
Obtain the first application identities and the second application identities corresponding second flow difference and the unmatched first application mark of coupling
Know corresponding flow and/or the corresponding flow of the second application identities.I.e. a1-a2=ac, b1-b2=bc, c1-c2=
Cc, d1, e2 can determine the first erroneous judgement value of the application recognition result of gateway device according to first flow difference.
It will be understood by those skilled in the art that during implementing it is also possible to occur the first application identities be a1,
B1, c1, the second application identities are a2, b2, c2, e2, now the just corresponding flow of only unmatched second application identities, the
The number of one application identities and the second application identities can equal can not also wait.
Specifically, should according to described second flow difference, the corresponding flow of unmatched first application identities and/or second
With identifying corresponding flow, obtain the second difference and, according to the corresponding flow of each described first application identities, obtain second flow
With, according to described second difference and with described second flow and ratio, determine the application recognition result of described gateway device
First erroneous judgement value.Specifically, if the first application identities are a1, b1, c1, the second application identities are a2, b2, c2, e2, can be by public affairs
Formula two determines the first erroneous judgement value β.
Step 206, determine gateway device application recognition result the first erroneous judgement value whether more than default erroneous judgement value, if
It is, execution step 207, if it is not, execution step 208；
In step 204 and step 205, all determine and obtained the first erroneous judgement value.It is right that step 201 to step 205 completes
The proof procedure of the application recognition result of gateway device.In order to gateway device application recognition result the result more
Accurately and reliably, in step 206 to step 212, further the application recognition result of gateway device is verified.
In step 206, according to the first erroneous judgement value and the magnitude relationship presetting erroneous judgement value, determine follow-up detection pattern,
Thus continuing application recognition result is verified.When the first erroneous judgement value is more than default erroneous judgement value, answering of gateway device is described
Error with recognition result is larger, has two aspects the reason cause error larger, on the one hand for gateway device the machine to application
Identification is inaccurate, produces and is worth corresponding systematic error with the first erroneous judgement, on the other hand for random error, and when the gateway obtaining sets
When standby and user equipment application recognition result is less, the accuracy that the first erroneous judgement is worth corresponding random error is very low.Therefore,
In order to eliminate the impact to the first erroneous judgement value for the random error, need to obtain the application identification of substantial amounts of gateway device and application apparatus
As a result, now, execution step 207, determine that erroneous judgement detection pattern is complete detection pattern.When the first erroneous judgement value is less than default erroneous judgement
During value, illustrate that the error of the application recognition result of gateway device is less, now, systematic error and random error are all less, even if
Random error is inaccurate, and the first erroneous judgement value is also in allowed limits, and therefore, execution step 208, by user according to actual need
Determine final erroneous judgement detection pattern.
Step 207, determination erroneous judgement detection pattern are complete detection pattern.
When the first erroneous judgement value is more than default erroneous judgement value, determine that erroneous judgement detection pattern is complete detection pattern.
Step 208, the option of complete detection pattern, standard detection pattern and default detection pattern is shown on display interface
Card, so that user determines erroneous judgement detection pattern, and obtains the erroneous judgement detection pattern of user's determination；
When the first erroneous judgement value is less than default erroneous judgement value, then each detection type is shown on display interface, determined by user
Erroneous judgement detection pattern, thus continue application recognition result is verified.
It will be understood by those skilled in the art that following steps 209, step 210, step 211 do not have strict sequential to close
System, be only for different detection patterns, to how to continue to application recognition result carry out verifying the explanation carrying out.
If step 209 erroneous judgement detection pattern is complete detection pattern, the application of timing acquisition current time user equipment
The application recognition result of recognition result and gateway device, and count each first application identities and each second application identities mate knot
Really, and according to matching result determine the second erroneous judgement value of the application recognition result of gateway device, until the number of the second erroneous judgement value
For n-1, n is default detection number of times, and n is natural number, according to the first erroneous judgement value and the second erroneous judgement value, determines erroneous judgement meansigma methodss；
In this step, determine that the mode of the second erroneous judgement value and step 203 determine the side of the first erroneous judgement value to step 205
Formula is similar to, and here is omitted for the present embodiment.Except that, the first erroneous judgement value only determines once, and in this step, when
After determining a second erroneous judgement value, then continue to repeat to obtain the second erroneous judgement value, until the number of the second erroneous judgement value is n-1, its
Middle n is default detection number of times, finally, obtains a first erroneous judgement value, n-1 the second erroneous judgement value, the first erroneous judgement value and all of
Second erroneous judgement value is added, the erroneous judgement value obtaining and divided by n, then obtain judging meansigma methodss by accident.
If step 210 erroneous judgement detection pattern is standard detection pattern, the application of timing acquisition current time user equipment
The application recognition result of recognition result and gateway device, and determine come in the corresponding flow of all first application identities default
The corresponding flow of the first application identities before traffic ranking, and come pre- in the corresponding flow of all second application identities
If the corresponding flow of the second application identities before traffic ranking, and determine come preset flow ranking before, corresponding first
Application identities with come preset flow ranking before, the matching result of corresponding second application identities, and true according to matching result
Determine the second erroneous judgement value of the application recognition result of gateway device, until the number of the second erroneous judgement value is n-1, n is default detection time
Number, n is natural number, according to the first erroneous judgement value and the second erroneous judgement value, determines erroneous judgement meansigma methodss；
When judging detection pattern by accident for standard detection pattern, in the application identification knot of timing acquisition current time user equipment
After the application recognition result of fruit and gateway device, all of application recognition result of gateway device is not identified, and
It is to determine that the first application identities coming before preset flow ranking in the corresponding flow of all first application identities are corresponding
Flow, and come the second application identities correspondence before preset flow ranking in the corresponding flow of all second application identities
Flow, and determine come preset flow ranking before, corresponding first application identities with come preset flow ranking before, right
The matching result of the second application identities answered, and the second erroneous judgement of the application recognition result of gateway device is determined according to matching result
Value.
For example, the first application identities are a1, b1, c1, d1, when the second application identities are a2, b2, c2, e2, the first application mark
Knowing corresponding flow according to from more to few ranking is: the corresponding flow of a1, the corresponding flow of b1, the corresponding flow of c1, d1 pair
The flow answered, the corresponding flow of the second application identities according to from more to few ranking is: the corresponding flow of b2, the corresponding stream of c2
Amount, the corresponding flow of e2, the corresponding flow of d1, when preset flow ranking is front 80% it is determined that the corresponding stream of a1, b1, c1
Amount is the corresponding stream of the first application identities coming in the corresponding flow of all first application identities before preset flow ranking
Amount, determine the corresponding flow of b2, c2, e2 be in the corresponding flow of all second application identities be come preset flow ranking it
The front corresponding flow of the second application identities.Now it is only necessary to be mated with b2, c2, e2 for a1, b1, c1, mated
As a result, then the second erroneous judgement value is obtained according to matching result.It will be understood by those skilled in the art that determining according to matching result
The mode of two erroneous judgement values is identical with the mode determining the first erroneous judgement value, in the present embodiment, finally also obtains one first erroneous judgement
Value, n-1 the second erroneous judgement value.The concrete acquisition modes of n-1 the second erroneous judgement value, can be found in step 209, the present embodiment is herein not
Repeat again.Then, the first erroneous judgement value is added with all of second erroneous judgement value, the erroneous judgement value obtaining and divided by n, then obtain erroneous judgement flat
Average.
If step 211 erroneous judgement detection pattern is default detection pattern, obtains the self-defined ranking of user input and make by oneself
Justice detection number of times m, m are natural number, the application applying recognition result and gateway device of timing acquisition current time user equipment
Recognition result, and determine the first application identities coming in the corresponding flow of all first application identities before self-defined ranking
Corresponding flow, and come the second application identities before self-defined ranking in the corresponding flow of all second application identities
Corresponding flow, and determine come self-defined ranking before, corresponding first application identities with come self-defined ranking before, right
The matching result of the second application identities answered, and the second erroneous judgement of the application recognition result of gateway device is determined according to matching result
Value, until the number of the second erroneous judgement value is m-1, according to the first erroneous judgement value and the second erroneous judgement value, determines erroneous judgement meansigma methodss；
Step 211 is distinguished as with step 210, is preset flow ranking and default detection number of times in step 210, and step
In 211, it is by obtaining the self-defined ranking of user input and self-defined detection number of times, that is, user according to actual needs, inputs
Self-defined ranking and self-defined detection number of times.Being determined according to self-defined ranking and self-defined detection number of times in the present embodiment is judged by accident
According to preset flow ranking and default detection number of times, meansigma methodss determine that erroneous judgement meansigma methodss are similar with step 210, the present embodiment this
Place repeats no more.
Whether step 212, determination erroneous judgement meansigma methodss are more than default erroneous judgement meansigma methodss；If it is not, execution step 213, if so, hold
Row step 214；
Step 213, on display interface to user feedback judge by accident meansigma methodss；
Step 214, on display interface to user feedback judge by accident meansigma methodss, and to gateway device send mirror image packet capturing please
Ask, receive the packet capturing result that gateway device sends, and send packet capturing result and the application identification of gateway device to external server
As a result, so that external server is safeguarded to gateway device according to the application recognition result of packet capturing result and gateway device.
In the step 212, determine erroneous judgement meansigma methodss whether more than default erroneous judgement meansigma methodss.Wherein, erroneous judgement meansigma methodss are preset
For this default application recognition result accuracy rate judging the corresponding gateway device of meansigma methodss by accident within the acceptable range.In this step
In, the value of erroneous judgement meansigma methodss is 5%, when judging meansigma methodss by accident less than or equal to 5%, then execution step 213, and when more than 5%,
Then execution step 214.
Specifically, erroneous judgement meansigma methodss be less than 1% when, illustrate gateway device application recognition result accuracy rate be up to 99% with
On, execution step 213, will judge meansigma methodss by accident and erroneous judgement meansigma methodss corresponding colour generation result (as green) feeds back to user interface and supplies
User checks.
Erroneous judgement meansigma methodss are more than 1%, during less than 3%, illustrate the application recognition result accuracy rate of gateway device 97% with
On, execution step 213, will judge meansigma methodss by accident and erroneous judgement meansigma methodss corresponding colour generation result (as blue) feeds back to user interface and supplies
User checks.
Erroneous judgement meansigma methodss are more than 3%, and during less than 5%, the application recognition result accuracy rate that gateway device is described is in 95%-
Between 97% tolerance interval, execution step 213, meansigma methodss and erroneous judgement meansigma methodss corresponding colour generation result (as yellow) will be judged by accident
Feed back to user interface to check for user.
When erroneous judgement meansigma methodss are more than 5%, illustrate that the application recognition result accuracy rate of gateway device is less than 95%, discrimination is relatively
Low, user need to be caused to pay attention to.False Rate and colour generation result (as orange) are not only fed back to user interface and supply by execution step 214
User checks, also needs to preserve the application recognition result of the application recognition result of user equipment and gateway device to warning data storehouse
In, send mirror image packet capturing request to described gateway device, receive the packet capturing result that described gateway device sends, and to external service
Device sends the application recognition result of described packet capturing result and described gateway device, so that described external server is according to described packet capturing
The application recognition result of result and described gateway device is safeguarded to described gateway device.During implementing, application
Identification checking device is related to two aspects with interacting of external server, corresponding two intervalometers, when the application of gateway device is known
When rate is not relatively low, an intervalometer timing sends the application recognition result of packet capturing result and gateway device to external server, with
External server is made according to the application recognition result of packet capturing result and gateway device, gateway device to be safeguarded；When packet capturing result
After sending success with the application recognition result of gateway device, another intervalometer starts timing, is stored in for timing cleaning
Gateway device but the application recognition result of gateway device that sent to external server and packet capturing result.
It will be understood by those skilled in the art that the user in the present embodiment is specifically as follows using application identification checking device
User, such as research staff, network maintenance staff, webmaster etc., the present embodiment is not particularly limited herein.
The present embodiment passes through step 206 to step 212, by a first erroneous judgement value, determines erroneous judgement detection pattern, for
The application recognition result of user equipment and the application recognition result of gateway device, by way of circulation, in corresponding erroneous judgement detection
Under pattern, obtain multiple second erroneous judgement values, the average erroneous judgement value being determined according to a first erroneous judgement value and multiple second erroneous judgement value,
Accurate the result can be obtained.
Fig. 3 is the structural representation of present invention application identification checking device embodiment one.The application identification checking of the present invention
Device can be independently arranged, and can also be built in the various network equipments and realize, such as gateway device, routing device, switch
Deng the present embodiment is not particularly limited herein.As shown in figure 3, application identification checking device 30 provided in an embodiment of the present invention wraps
Include: the first acquisition module 301, the second acquisition module 302 and authentication module 303.Wherein,
First acquisition module 301, for obtaining the application recognition result of user equipment, the application identification of described user equipment
Result includes at least one first application identities, the corresponding flow of each described first application identities；
Second acquisition module 302, for obtaining the application recognition result of gateway device, the application identification of described gateway device
Result includes at least one second application identities, the corresponding flow of each described second application identities；
Authentication module 303, for corresponding according at least one first application identities described, each described first application identities
Flow, and at least one second application identities described, the corresponding flow of each described second application identities, to described gateway device
Application recognition result verified, determine described gateway device application recognition result the first erroneous judgement value.
Application identification checking device provided in an embodiment of the present invention, can be used for executing the technical side of said method embodiment
Case, it is realized, and principle is similar with technique effect, and here is omitted.
Fig. 4 is the structural representation of present invention application identification checking device embodiment two.The present embodiment is in Fig. 3 embodiment
On the basis of realize, specific as follows:
Alternatively, described authentication module 303 includes:
Determining unit, for determining whether each described first application identities are mated with each described second application identities；
First authentication unit, determines when being, according to the corresponding stream of each described first application identities for described determining unit
Amount and the corresponding flow of each described second application identities, obtain the first application identities and the second application mark of at least one coupling
Know corresponding first flow difference, and determine the application identification of described gateway device according at least one described first flow difference
First erroneous judgement value of result；
Second authentication unit, when determining no for described determining unit, according to the corresponding stream of each described first application identities
Amount and the corresponding flow of each described second application identities, the first application identities and the second application identities that obtain coupling are corresponding
Second flow difference and the corresponding flow of unmatched first application identities and/or the corresponding flow of the second application identities, and
According to described second flow difference, the corresponding flow of unmatched first application identities and/or unmatched second application identities
Corresponding flow, determines the first erroneous judgement value of the application recognition result of described gateway device.
Alternatively, described first authentication unit determines when being specifically for: described determining unit, should according to each described first
With identifying corresponding flow and the corresponding flow of each described second application identities, obtain the first application mark of at least one coupling
Know and the second application identities corresponding first flow difference, according at least one described first flow difference, obtain the first difference
With, according to the corresponding flow of each described first application identities, obtain first flow and, according to described first difference and and described
The ratio of first flow sum, determines the first erroneous judgement value of the application recognition result of described gateway device；
Described second authentication unit specifically for: when described determining unit determines no, according to each described first application identities
Corresponding flow and the corresponding flow of each described second application identities, obtain the first application identities and the second application mark of coupling
Know corresponding second flow difference and the corresponding flow of unmatched first application identities and/or the second application identities are corresponding
Flow, corresponds to according to described second flow difference, the corresponding flow of unmatched first application identities and/or the second application identities
Flow, obtain the second difference and, according to the corresponding flow of each described first application identities, obtain second flow and, according to institute
State the second difference and with described second flow and ratio, determine described gateway device application recognition result first erroneous judgement
Value.
Alternatively, also include:
Mode decision module 304, for determine described gateway device application recognition result the first erroneous judgement value after,
First erroneous judgement value of the application recognition result according to described gateway device, determines erroneous judgement detection pattern；
Meansigma methodss determining module 305, corresponding with described erroneous judgement detection pattern for according to described erroneous judgement detection pattern, determining
Erroneous judgement meansigma methodss；
Whether feedback module 306, for determining described erroneous judgement meansigma methodss more than default erroneous judgement meansigma methodss；
If it is not, then to erroneous judgement meansigma methodss described in user feedback on display interface；
If so, then on display interface, judge meansigma methodss by accident to described in user feedback, and send mirror image to described gateway device
Packet capturing is asked, and receives the packet capturing result that described gateway device sends, and sends described packet capturing result and described to external server
The application recognition result of gateway device, so that described external server is according to the application of described packet capturing result and described gateway device
Recognition result is safeguarded to described gateway device.
Alternatively, described mode decision module 304 specifically for:
Whether the first erroneous judgement value of application recognition result determining described gateway device is more than default erroneous judgement value；
If it is determined that described erroneous judgement detection pattern is complete detection pattern；
If it is not, complete detection pattern, standard detection pattern and default detection pattern are then shown on described display interface
Tab, so that user determines erroneous judgement detection pattern, and obtains the erroneous judgement detection pattern that described user determines.
Alternatively, meansigma methodss determining module 305 specifically for:
If described erroneous judgement detection pattern is complete detection pattern, the application of user equipment described in timing acquisition current time
The application recognition result of recognition result and described gateway device, and count each described first application identities and each described second application
The matching result of mark, and the second erroneous judgement value of the application recognition result of described gateway device is determined according to described matching result,
Until the number of described second erroneous judgement value is n-1, described n is default detection number of times, and described n is natural number, according to described first
Erroneous judgement value and described second erroneous judgement value, determine erroneous judgement meansigma methodss；Or
If described erroneous judgement detection pattern is standard detection pattern, the application of user equipment described in timing acquisition current time
The application recognition result of recognition result and described gateway device, and determine and come in the corresponding flow of all first application identities
The corresponding flow of the first application identities before preset flow ranking, and arrange in the corresponding flow of all second application identities
The corresponding flow of the second application identities before described preset flow ranking, and determine come described preset flow ranking it
Before, corresponding first application identities with come described preset flow ranking before, the matching result of corresponding second application identities,
And according to described matching result determine described gateway device application recognition result the second erroneous judgement value, until described second erroneous judgement
The number of value is n-1, and described n is default detection number of times, and described n is natural number, according to described first erroneous judgement value and described second
Erroneous judgement value, determines erroneous judgement meansigma methodss；
Or
If described erroneous judgement detection pattern is default detection pattern, obtain the self-defined ranking of user input and self-defined inspection
Survey number of times m, described m is natural number, the application recognition result of user equipment described in timing acquisition current time and described gateway set
Standby application recognition result, and determine first coming in the corresponding flow of all first application identities before self-defined ranking
The corresponding flow of application identities, and before coming described self-defined ranking in the corresponding flow of all second application identities
The corresponding flow of second application identities, and determine come described self-defined ranking before, corresponding first application identities with come
Before described self-defined ranking, the matching result of corresponding second application identities, and described net is determined according to described matching result
Second erroneous judgement value of the application recognition result of pass equipment, until the number of described second erroneous judgement value is m-1, according to described first by mistake
Sentence value and described second erroneous judgement value, determine erroneous judgement meansigma methodss.
Application identification checking device provided in an embodiment of the present invention, can be used for executing the technical side of said method embodiment
Case, it is realized, and principle is similar with technique effect, and here is omitted.
One of ordinary skill in the art will appreciate that: all or part of step realizing above-mentioned each method embodiment can be led to
Cross the related hardware of programmed instruction to complete.Aforesaid program can be stored in a computer read/write memory medium.This journey
Sequence upon execution, executes the step including above-mentioned each method embodiment；And aforesaid storage medium includes: rom, ram, magnetic disc or
Person's CD etc. is various can be with the medium of store program codes.
Finally it is noted that various embodiments above, only in order to technical scheme to be described, is not intended to limit；To the greatest extent
Pipe has been described in detail to the present invention with reference to foregoing embodiments, it will be understood by those within the art that: its according to
So the technical scheme described in foregoing embodiments can be modified, or wherein some or all of technical characteristic is entered
Row equivalent；And these modifications or replacement, do not make the essence of appropriate technical solution depart from various embodiments of the present invention technology
The scope of scheme.
Claims (10)
1. a kind of application identification verification method is it is characterised in that include:
Obtain the application recognition result of user equipment, the application recognition result of described user equipment includes at least one first application
Mark, the corresponding flow of each described first application identities；
Obtain the application recognition result of gateway device, the application recognition result of described gateway device includes at least one second application
Mark, the corresponding flow of each described second application identities；
According at least one first application identities described, the corresponding flow of each described first application identities, and described at least one
Individual second application identities, the corresponding flow of each described second application identities, are carried out to the application recognition result of described gateway device
Checking, determines the first erroneous judgement value of the application recognition result of described gateway device；
Wherein, at least one first application identities described in described basis, the corresponding flow of each described first application identities, Yi Jisuo
State at least one second application identities, the corresponding flow of each described second application identities, the application identification to described gateway device
Result is verified, determines the first erroneous judgement value of the application recognition result of described gateway device, comprising:
Determine whether each described first application identities are mated with each described second application identities；
If so, then according to each described corresponding flow of first application identities and the corresponding flow of each described second application identities,
Obtain the first application identities and the second application identities corresponding first flow difference of at least one coupling, and according at least one
Described first flow difference determines the first erroneous judgement value of the application recognition result of described gateway device；
If it is not, then according to each described corresponding flow of first application identities and the corresponding flow of each described second application identities,
Obtain the first application identities and the second application identities corresponding second flow difference and the unmatched first application mark of coupling
Know corresponding flow and/or the corresponding flow of unmatched second application identities, and according to described second flow difference, mismatch
The corresponding flow of the first application identities and/or the corresponding flow of unmatched second application identities, determine described gateway device
Application recognition result the first erroneous judgement value.
2. method according to claim 1 is it is characterised in that described determine according at least one described first flow difference
First erroneous judgement value of the application recognition result of described gateway device, comprising:
According at least one described first flow difference, obtain the first difference and, corresponding according to each described first application identities
Flow, obtain first flow and, according to described first difference and with described first flow and ratio, determine described gateway device
Application recognition result the first erroneous judgement value；
Described according to described second flow difference, the corresponding flow of unmatched first application identities and/or unmatched second
The corresponding flow of application identities, determines the first erroneous judgement value of the application recognition result of described gateway device, comprising:
According to described second flow difference, the corresponding flow of unmatched first application identities and/or unmatched second application
Identify corresponding flow, obtain the second difference and, according to the corresponding flow of each described first application identities, obtain second flow
With, according to described second difference and with described second flow and ratio, determine the application recognition result of described gateway device
First erroneous judgement value.
3. the method according to any one of claim 1 to 2 is it is characterised in that the application of the described gateway device of described determination
After first erroneous judgement value of recognition result, also include:
First erroneous judgement value of the application recognition result according to described gateway device, determines erroneous judgement detection pattern；
According to described erroneous judgement detection pattern, determine and described erroneous judgement detection pattern corresponding erroneous judgement meansigma methodss；
Determine described erroneous judgement meansigma methodss whether more than default erroneous judgement meansigma methodss；
If it is not, then to erroneous judgement meansigma methodss described in user feedback on display interface；
If so, then on display interface, judge meansigma methodss by accident to described in user feedback, and send mirror image packet capturing to described gateway device
Request, receives the packet capturing result that described gateway device sends, and sends described packet capturing result and described gateway to external server
The application recognition result of equipment, so that described external server identifies according to the application of described packet capturing result and described gateway device
Result is safeguarded to described gateway device.
4. method according to claim 3 is it is characterised in that the described application recognition result according to described gateway device
First erroneous judgement value, determines erroneous judgement detection pattern, comprising:
Whether the first erroneous judgement value of application recognition result determining described gateway device is more than default erroneous judgement value；
If it is determined that described erroneous judgement detection pattern is complete detection pattern；
If it is not, the option of complete detection pattern, standard detection pattern and default detection pattern is then shown on described display interface
Card, so that user determines erroneous judgement detection pattern, and obtains the erroneous judgement detection pattern that described user determines.
5. method according to claim 4 it is characterised in that described according to described erroneous judgement detection pattern, determine with described
Erroneous judgement detection pattern corresponding erroneous judgement meansigma methodss, comprising:
If described erroneous judgement detection pattern is complete detection pattern, the application identification of user equipment described in timing acquisition current time
The application recognition result of result and described gateway device, and count each described first application identities and each described second application identities
Matching result, and according to described matching result determine described gateway device application recognition result the second erroneous judgement value, until
The number of described second erroneous judgement value is n-1, and described n is default detection number of times, and described n is natural number, according to the described first erroneous judgement
Value and described second erroneous judgement value, determine erroneous judgement meansigma methodss；Or
If described erroneous judgement detection pattern is standard detection pattern, the application identification of user equipment described in timing acquisition current time
The application recognition result of result and described gateway device, and determine come in the corresponding flow of all first application identities default
The corresponding flow of the first application identities before traffic ranking, and come institute in the corresponding flow of all second application identities
State the corresponding flow of the second application identities before preset flow ranking, and determine come described preset flow ranking before, right
The first application identities answered with come described preset flow ranking before, the matching result of corresponding second application identities, and root
Determine the second erroneous judgement value of the application recognition result of described gateway device according to described matching result, until described second erroneous judgement value
Number is n-1, and described n is default detection number of times, and described n is natural number, according to described first erroneous judgement value and described second erroneous judgement
Value, determines erroneous judgement meansigma methodss；
Or
If described erroneous judgement detection pattern is default detection pattern, obtain self-defined ranking and the self-defined detection time of user input
Number m, described m are natural number, the application recognition result of user equipment described in timing acquisition current time and described gateway device
Application recognition result, and determine the first application coming in the corresponding flow of all first application identities before self-defined ranking
Identify corresponding flow, and come before described self-defined ranking second in the corresponding flow of all second application identities
The corresponding flow of application identities, and determine come described self-defined ranking before, corresponding first application identities with come described
Before self-defined ranking, the matching result of corresponding second application identities, and determine that described gateway sets according to described matching result
Second erroneous judgement value of standby application recognition result, until the number of described second erroneous judgement value is m-1, according to described first erroneous judgement value
With described second erroneous judgement value, determine erroneous judgement meansigma methodss.
6. a kind of application identification checking device is it is characterised in that include:
First acquisition module, for obtaining the application recognition result of user equipment, the application recognition result bag of described user equipment
Include at least one first application identities, the corresponding flow of each described first application identities；
Second acquisition module, for obtaining the application recognition result of gateway device, the application recognition result bag of described gateway device
Include at least one second application identities, the corresponding flow of each described second application identities；
Authentication module, for according at least one first application identities described, the corresponding flow of each described first application identities, with
And described at least one second application identities, the corresponding flow of each described second application identities, the application to described gateway device
Recognition result is verified, determines the first erroneous judgement value of the application recognition result of described gateway device；
Wherein, described authentication module includes:
Determining unit, for determining whether each described first application identities are mated with each described second application identities；
First authentication unit, determines for described determining unit when being, according to the corresponding flow of each described first application identities with
And the corresponding flow of each described second application identities, obtain the first application identities and second application identities pair of at least one coupling
The first flow difference answered, and the application recognition result of described gateway device is determined according at least one described first flow difference
The first erroneous judgement value；
Second authentication unit, when determining no for described determining unit, according to the corresponding flow of each described first application identities with
And the corresponding flow of each described second application identities, obtain the first application identities and second application identities corresponding second of coupling
Flow difference and the corresponding flow of unmatched first application identities and/or the corresponding stream of unmatched second application identities
Amount, and according to described second flow difference, the corresponding flow of unmatched first application identities and/or unmatched second application
Identify corresponding flow, determine the first erroneous judgement value of the application recognition result of described gateway device.
7. device according to claim 6 it is characterised in that described first authentication unit specifically for: described determine single
When unit's determination is, according to each described corresponding flow of first application identities and the corresponding flow of each described second application identities,
Obtain the first application identities and the second application identities corresponding first flow difference of at least one coupling, according at least one institute
State first flow difference, obtain the first difference and, according to the corresponding flow of each described first application identities, obtain first flow
With, according to described first difference and and described first flow sum ratio, determine the application recognition result of described gateway device
The first erroneous judgement value；
Described second authentication unit specifically for: when described determining unit determines no, according to each described first application identities correspond to
Flow and the corresponding flow of each described second application identities, obtain coupling the first application identities and the second application identities pair
The second flow difference answered and the corresponding flow of unmatched first application identities and/or unmatched second application identities pair
The flow answered, according to described second flow difference, the corresponding flow of unmatched first application identities and/or unmatched second
The corresponding flow of application identities, obtain the second difference and, according to the corresponding flow of each described first application identities, obtain second
Amount and, according to described second difference and with described second flow and ratio, determine the application recognition result of described gateway device
The first erroneous judgement value.
8. the device according to any one of claim 6 to 7 is it is characterised in that also include:
Mode decision module, for after the first erroneous judgement value of application recognition result determining described gateway device, according to institute
State the first erroneous judgement value of the application recognition result of gateway device, determine erroneous judgement detection pattern；
Meansigma methodss determining module, for according to described erroneous judgement detection pattern, determining and the described erroneous judgement corresponding erroneous judgement of detection pattern
Meansigma methodss；
Whether feedback module, for determining described erroneous judgement meansigma methodss more than default erroneous judgement meansigma methodss；
If it is not, then to erroneous judgement meansigma methodss described in user feedback on display interface；
If so, then on display interface, judge meansigma methodss by accident to described in user feedback, and send mirror image packet capturing to described gateway device
Request, receives the packet capturing result that described gateway device sends, and sends described packet capturing result and described gateway to external server
The application recognition result of equipment, so that described external server identifies according to the application of described packet capturing result and described gateway device
Result is safeguarded to described gateway device.
9. device according to claim 8 it is characterised in that described mode decision module specifically for:
Whether the first erroneous judgement value of application recognition result determining described gateway device is more than default erroneous judgement value；
If it is determined that described erroneous judgement detection pattern is complete detection pattern；
If it is not, the option of complete detection pattern, standard detection pattern and default detection pattern is then shown on described display interface
Card, so that user determines erroneous judgement detection pattern, and obtains the erroneous judgement detection pattern that described user determines.
10. device according to claim 9 it is characterised in that meansigma methodss determining module specifically for:
If described erroneous judgement detection pattern is complete detection pattern, the application identification of user equipment described in timing acquisition current time
The application recognition result of result and described gateway device, and count each described first application identities and each described second application identities
Matching result, and according to described matching result determine described gateway device application recognition result the second erroneous judgement value, until
The number of described second erroneous judgement value is n-1, and described n is default detection number of times, and described n is natural number, according to the described first erroneous judgement
Value and described second erroneous judgement value, determine erroneous judgement meansigma methodss；Or
If described erroneous judgement detection pattern is standard detection pattern, the application identification of user equipment described in timing acquisition current time
The application recognition result of result and described gateway device, and determine come in the corresponding flow of all first application identities default
The corresponding flow of the first application identities before traffic ranking, and come institute in the corresponding flow of all second application identities
State the corresponding flow of the second application identities before preset flow ranking, and determine come described preset flow ranking before, right
The first application identities answered with come described preset flow ranking before, the matching result of corresponding second application identities, and root
Determine the second erroneous judgement value of the application recognition result of described gateway device according to described matching result, until described second erroneous judgement value
Number is n-1, and described n is default detection number of times, and described n is natural number, according to described first erroneous judgement value and described second erroneous judgement
Value, determines erroneous judgement meansigma methodss；
Or
If described erroneous judgement detection pattern is default detection pattern, obtain self-defined ranking and the self-defined detection time of user input
Number m, described m are natural number, the application recognition result of user equipment described in timing acquisition current time and described gateway device
Application recognition result, and determine the first application coming in the corresponding flow of all first application identities before self-defined ranking
Identify corresponding flow, and come before described self-defined ranking second in the corresponding flow of all second application identities
The corresponding flow of application identities, and determine come described self-defined ranking before, corresponding first application identities with come described
Before self-defined ranking, the matching result of corresponding second application identities, and determine that described gateway sets according to described matching result
Second erroneous judgement value of standby application recognition result, until the number of described second erroneous judgement value is m-1, according to described first erroneous judgement value
With described second erroneous judgement value, determine erroneous judgement meansigma methodss.
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| CN106506526B (en) * | 2016-11-30 | 2019-06-07 | 东软集团股份有限公司 | A kind of verification method and system using recognition result |
| CN110710187B (en) * | 2018-05-30 | 2022-01-07 | Oppo广东移动通信有限公司 | Method and apparatus for flow detection and computer readable storage medium |
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