CN106441349A - Fake message judgment method and device based on pedometer messages - Google Patents
Fake message judgment method and device based on pedometer messages Download PDFInfo
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- CN106441349A CN106441349A CN201610822646.7A CN201610822646A CN106441349A CN 106441349 A CN106441349 A CN 106441349A CN 201610822646 A CN201610822646 A CN 201610822646A CN 106441349 A CN106441349 A CN 106441349A
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C22/00—Measuring distance traversed on the ground by vehicles, persons, animals or other moving solid bodies, e.g. using odometers, using pedometers
- G01C22/006—Pedometers
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Abstract
The embodiment of the invention discloses a fake message judgment method based on pedometer messages. The method comprises the steps that the pedometer messages, reported by a driving layer, of a pedometer are detected, and the time interval of the pedometer messages is acquired; according to the time interval, the reporting mode of the pedometer is determined, wherein the reporting mode includes an interruption reporting mode and a timing reporting mode; when the reporting mode is the interruption reporting mode, the number of steps contained in the pedometer messages is detected; when the number of steps is larger than or equal to a first threshold value, it is judged that the pedometer messages are fake messages. The embodiment of the invention further discloses a fake message judgment device based on the pedometer messages. By the adoption of the method and device, abnormal steps uploaded by the pedometer can be effectively recognized.
Description
Technical field
The present invention relates to field of computer technology, more particularly, to a kind of forgery message decision method based on pedometer message
And device.
Background technology
In prior art, increasing software contains the function of meter step, and for example, wechat meter walks, QQ motion etc., for
For these softwares, its corresponding step number be paces are detected by built-in pedometer in terminal after, driving layer by paces
Data reports, and the application program such as the wechat application of application layer, QQ application monitors the little Guan message that pedometer reports, then will be corresponding
Step number update wechat meter walk the page or QQ motion meter step the page.
In general, corresponding paces data can just be reported only after terminal detects the paces of user, but
In prior art, also there is the instrument of a lot of brush steps, mobile phone can be placed on instrument can will quickly brush step by user；Separately
Outward, also there is code implant in the prior art to change pedometer in the method driving the above-mentioned paces data of layer.Above-mentioned this
Abnormal paces can also pass to the application possessing step function accordingly a bit, and the step number causing these applied statistics is
False.
That is, it is impossible to report for pedometer in the processing scheme of the paces data that existing pedometer reports
Paces data whether truly judged, so that the meter of corresponding application walks the verity of the step number of statistics in the page not
Foot.
Content of the invention
Based on this, for solving existing because the verity of paces data that pedometer reports cannot be judged in conventional art
Should use tricks to walk the not enough technical problem of verity of the data of statistics in the page accordingly, spy proposes and a kind of is based on pedometer
The forgery message decision method of message.
A kind of forgery message decision method based on pedometer message, including：
Detection pedometer, by the pedometer message driving layer to report, obtains the time interval of described pedometer message；
Determine the reporting schemes of described pedometer according to described time interval, described reporting schemes include interrupting reporting schemes
With timing reporting schemes；
It is to give the correct time in interruption in described reporting schemes, detect the step number that described pedometer message package contains；
When described step number is more than or equal to first threshold, judge described pedometer message as forgery message.
Optionally, in one embodiment, described determine described pedometer according to described time interval reporting schemes be：
Judge whether described time interval is fixed value, if so, then judge reporting schemes as timing reporting schemes, otherwise,
For interrupting reporting schemes.
Optionally, in one embodiment, described according to described time interval determine described pedometer reporting schemes it
Also include afterwards：
It is to give the correct time in timing in described reporting schemes, detect the mean values of the step number that described pedometer message package contains；
When described mean values are more than or equal to Second Threshold, judge described pedometer message as forgery message.
Optionally, in one embodiment, methods described also includes：
The step number being contained according to described pedometer message package and time interval, calculate the time dependent rate of change of step number；
When described rate of change is more than or equal to three threshold values, judge described pedometer message as forgery message.
Optionally, in one embodiment, described described rate of change be more than or equal to three threshold values when, judge described meter
Step device message is to forge message also to include：
In default detection cycle, obtain the persistent period that described rate of change is more than or equal to the 3rd threshold value, obtain institute
State the ratio that the persistent period accounts for described detection cycle, when described ratio is more than four threshold values, judge described pedometer message as
Forge message.
Additionally, for solving existing because the verity of paces data that pedometer reports cannot be judged in conventional art
Should use tricks accordingly to walk the technical problem of the verity deficiency of the data of statistics in the page, spy is proposed one kind and disappeared based on pedometer
The forgery message decision maker of breath.
A kind of forgery message decision maker based on pedometer message, including：
Pedometer message-detection, for detecting pedometer by the pedometer message driving layer to report, the described meter of acquisition
The time interval of step device message；
Reporting schemes determining module, for determining the reporting schemes of described pedometer according to described time interval, described on
Report mode includes interrupting reporting schemes and timing reporting schemes；
Interrupt reporting schemes determining module, for being to give the correct time in interruption in described reporting schemes, detect that described pedometer disappears
Cease the step number comprising；
First forgery message determination module, for when described step number is more than or equal to first threshold, judging described meter step
Device message is to forge message.
Optionally, in one embodiment, described reporting schemes determining module is additionally operable to whether judge described time interval
For fixed value, if so, then judge reporting schemes as timing reporting schemes, if it is not, for interrupting reporting schemes.
Optionally, in one embodiment, described device also includes timing reporting schemes determining module and the second forgery disappears
Breath determination module, wherein：
It is to give the correct time in timing that described timing reporting schemes determining module is used in described reporting schemes, detects described pedometer
The mean values of the step number that message package contains；
Described second forges message determination module is used for, when described mean values are more than or equal to Second Threshold, judging institute
Stating pedometer message is to forge message.
Optionally, in one embodiment, described device also includes the 3rd forgery message determination module, for according to described
Step number and time interval that pedometer message package contains, calculate the time dependent rate of change of step number；It is more than in described rate of change
Or when being equal to three threshold values, judge described pedometer message as forgery message.
Optionally, in one embodiment, described 3rd forgery message determination module is additionally operable in default detection cycle
Interior, obtain the persistent period that described rate of change is more than or equal to the 3rd threshold value, the acquisition described persistent period accounts for described detection cycle
Ratio, described ratio be more than four threshold values when, judges described pedometer message as forgery message.
Implement the embodiment of the present invention, will have the advantages that：
After employing the above-mentioned forgery message decision method based on pedometer message and device, pedometer by count
Give the correct time in data, the time interval according to comprising in the data reporting determines that the mode that data reports is to interrupt reporting by pedometer
Mode or timing reporting schemes, and, whether corresponding data reporting schemes are met according to the step number comprising in reported data
Restriction for step number to determine that whether pedometer message that pedometer reports be to forge message that is to say, that on pedometer
In the case of the data of report is unmatched with corresponding data reporting schemes, then illustrating that the data in the pedometer message reporting has can
Can be tampered.Data falsification in the data being reported using the present invention, recognizable pedometer, improves the correlation that pedometer reports
The verity of statistical data.
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 be only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, acceptable
Other accompanying drawings are obtained according to these accompanying drawings.
Wherein：
Fig. 1 is a kind of schematic flow sheet of the forgery message decision method based on pedometer message in an embodiment；
Fig. 2 is a kind of structural representation of the forgery message decision maker based on pedometer message in an embodiment；
Fig. 3 is the computer equipment running the aforementioned forgery message decision method based on pedometer message in an embodiment
Structural representation.
Specific embodiment
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 clear, complete
Site preparation description is it is clear that described embodiment is only a part of embodiment of the present invention, rather than whole embodiments.It is based on
Embodiment in the present invention, it is every other that those of ordinary skill in the art are obtained under the premise of not making creative work
Embodiment, broadly falls into the scope of protection of the invention.
For solve in conventional art exist because the verity of paces data that pedometer reports cannot be judged corresponding
Should use tricks to walk the not enough technical problem of verity of the data of statistics in the page, in the present embodiment, spy proposes a kind of base
In the forgery message decision method of pedometer message, the realization of the method can be dependent on computer program, and this computer program can
Run on the computer system based on von Neumann system, this computer program can be the process of pedometer statistical data
Program or wechat motion, QQ length of run sequence such as move at the application of meter step application corresponding step number statistics.This computer system can be
That runs above computer program is provided with the service such as the such as smart mobile phone of pedometer sensor, panel computer, PC
Device or terminal.
Specifically, as shown in figure 1, above-mentioned comprised the steps based on the forgery message decision method of pedometer message：
Step S102：Detection pedometer, by the pedometer message driving layer to report, obtains the time of described pedometer message
Interval.
In general, pedometer, can be via driving layer to report after step number is detected, and in general, pedometer reports
The frequency of step number can be to detect each time after step number updates all to generate corresponding interrupt instruction, and then terminal is detecting
After interrupt instruction, obtain the step number that pedometer reports, or, an intervalometer can also be set in the terminal, regularly report
The step number that pedometer detects, with that is, be not that pedometer often detects step number more new capital and reported new step number,
But the renewal sending corresponding step count information to driving layer of timing.
In the present embodiment, either above-mentioned any pedometer reports the mode of step number, by pedometer by driving on layer
The step number of report or other message are referred to as pedometer message.The pedometer message that pedometer reports each time includes corresponding
Step number and corresponding time, in the present embodiment, the pedometer message being reported according to this and the front meter once reporting walk
Device message is it may be determined that the time interval between pedometer message twice.That is, the pedometer being reported according to pedometer
Message Record is it may be determined that the time interval of pedometer information reporting each time.
Step S104：Determine the reporting schemes of described pedometer according to described time interval, during described reporting schemes include
Disconnected reporting schemes and timing reporting schemes.
In the present embodiment, pedometer reports the reporting schemes of pedometer message to be divided into two kinds, and one kind is to interrupt the side of reporting
Formula, when that is, pedometer detects paces each time, all generates interrupt instruction, corresponding processor detect interrupt instruction it
Afterwards, corresponding for the paces detecting information can be reported by pedometer via driving layer, the side of reporting of this pedometer message
Formula is exactly to interrupt reporting schemes, and, interrupt the feature of reporting schemes be the paces that report each time be 1 in other words with the last time
Difference between the corresponding step number of pedometer information reporting is 1；The reporting schemes of another kind of pedometer message are that timing reports
Corresponding step number, that is to say, that pedometer is after paces is detected, can be added up by mode, and the timing in setting
When device is waken up, corresponding step number is reported by pedometer.
In the present embodiment, determine that pedometer reports the upper of pedometer message according to the corresponding time interval of pedometer message
Report mode, that is, determining that pedometer reports the reporting schemes of pedometer message is to interrupt reporting schemes or timing reporting schemes.
In a specific embodiment, above-mentioned determine described pedometer according to described time interval reporting schemes be：
Judge whether described time interval is fixed value, if so, then judge reporting schemes as timing reporting schemes, otherwise, on interrupting
Report mode.
Step S106：It is to give the correct time in interruption in described reporting schemes, detect the step number that described pedometer message package contains；Institute
When stating step number more than or equal to first threshold, judge described pedometer message as forgery message.
In the present embodiment, if it is to interrupt reporting schemes that pedometer reports the mode of pedometer message, pedometer is each
The step number comprising in the secondary pedometer message reporting should be 1, if being more than 1, the pedometer message that pedometer reports may quilt
Change.In the present embodiment setting one with interruption the corresponding threshold value of reporting schemes, i.e. first threshold, in pedometer message
In the case that the step number comprising is more than first threshold, judge this pedometer message as forging message, if conversely, in pedometer message
The step number comprising is not more than above-mentioned first threshold, then judge that this pedometer message is normal pedometer message.
Step S108：It is to give the correct time in timing in described reporting schemes, detect the flat of the step number that described pedometer message package contains
All numerical value；When described mean values are more than or equal to Second Threshold, judge described pedometer message as forgery message.
In the present embodiment, if it is timing reporting schemes that pedometer reports the mode of pedometer message, meter step each time
The step number that device reports is the accumulative all step numbers detecting within duration corresponding with intervalometer, in general, for
For setting the intervalometer of timing length, between intervalometer is waken up twice, the step number detected by pedometer should not
Higher than some value, in the present embodiment, this value can be come out according to the historical data of user or according to
The ultimate value of ordinary circumstance setting, the step number comprising in pedometer message is higher than this ultimate value value, judges this pedometer message
For forging message.
In another optional embodiment, not only can be according to the reporting schemes of pedometer message and corresponding step
Number, to determine whether pedometer message is to forge message, can also be advised in the change according to the step number of pedometer statistics and between the time
Restrain and to determine.In general, normal paces data should be as the increase of time and change, and the amplitude changing is not
Certain limit can be exceeded, if certain once step number within 1s become and turn to 100 steps, the pedometer message in the case of this kind is certain
It is abnormal.
Specifically, said method also includes：The step number being contained according to described pedometer message package and time interval, calculate step
The time dependent rate of change of number；When described rate of change is more than or equal to three threshold values, judge described pedometer message as puppet
Make message.
That is, according to data such as the step number comprising in pedometer message and time intervals, calculating meter step each time
The time dependent rate of change of the corresponding step number of device information reporting, if this rate of change is more than the step number under normal circumstances pre-setting
The ultimate value (i.e. the 3rd threshold value) of change, then illustrate that corresponding pedometer message is probably forge, then judge that this pedometer disappears
Cease for forging message.
Further, in the present embodiment, above-mentioned described rate of change be more than or equal to three threshold values when, judge described meter
Step device message is to forge message also to include：In default detection cycle, obtain described rate of change and be more than or equal to the 3rd threshold value
Persistent period, obtaining the described persistent period accounts for the ratio of described detection cycle, when described ratio is more than four threshold values, judges
Described pedometer message is to forge message.
That is, not only considering that whether the time dependent rate of change of step number of the corresponding word of pedometer message is
Abnormal it is also contemplated that the persistent period of abnormal change ratio, if this duration exceedes the default 4th with the ratio of detection cycle
In the case of threshold value, all of pedometer message reporting all is judged to forge message within duration.
Additionally, for solving existing because the verity of paces data that pedometer reports cannot be judged in conventional art
Should use tricks accordingly to walk the technical problem of the verity deficiency of the data of statistics in the page, in one embodiment, as Fig. 2 institute
Show it is also proposed that a kind of forgery message decision maker based on pedometer message, specifically, be somebody's turn to do the forgery based on pedometer message
Message decision maker include pedometer message-detection 102, reporting schemes determining module 104, interrupt reporting schemes determine mould
Block 106 and the first forgery message determination module 108, wherein：
Pedometer message-detection 102, for detecting pedometer by the pedometer message driving layer to report, obtains described
The time interval of pedometer message；
Reporting schemes determining module 104, for determining the reporting schemes of described pedometer according to described time interval, described
Reporting schemes include interrupting reporting schemes and timing reporting schemes；
Interrupt reporting schemes determining module 106, for being to give the correct time in interruption in described reporting schemes, detect described pedometer
The step number that message package contains；
First forgery message determination module 108, for when described step number is more than or equal to first threshold, judging described meter
Step device message is to forge message.
Optionally, in one embodiment, above-mentioned reporting schemes determining module 104 is additionally operable to judge that described time interval is
No if so, then judge reporting schemes as timing reporting schemes for fixed value, if it is not, for interrupting reporting schemes.
Optionally, in one embodiment, as shown in Fig. 2 said apparatus also include timing reporting schemes determining module 110
Forge message determination module 112 with second, wherein：Described timing reporting schemes determining module 110 is used in described reporting schemes
Give the correct time in timing, detect the mean values of the step number that described pedometer message package contains；Described second forgery message determination module
112 are used for, when described mean values are more than or equal to Second Threshold, judging described pedometer message as forgery message.
Optionally, in one embodiment, as shown in Fig. 2 said apparatus also include the 3rd forgery message determination module
114, for the step number that contains according to described pedometer message package and time interval, calculate the time dependent rate of change of step number；
When described rate of change is more than or equal to three threshold values, judge described pedometer message as forgery message.
Optionally, in one embodiment, the 3rd forgery message determination module 114 is additionally operable in default detection cycle
Interior, obtain the persistent period that described rate of change is more than or equal to the 3rd threshold value, the acquisition described persistent period accounts for described detection cycle
Ratio, described ratio be more than four threshold values when, judges described pedometer message as forgery message.
Implement the embodiment of the present invention, will have the advantages that：
After employing the above-mentioned forgery message decision method based on pedometer message and device, pedometer by count
Give the correct time in data, the time interval according to comprising in the data reporting determines that the mode that data reports is to interrupt reporting by pedometer
Mode or timing reporting schemes, and, whether corresponding data reporting schemes are met according to the step number comprising in reported data
Restriction for step number to determine that whether pedometer message that pedometer reports be to forge message that is to say, that on pedometer
In the case of the data of report is unmatched with corresponding data reporting schemes, then illustrating that the data in the pedometer message reporting has can
Can be tampered.Data falsification in the data being reported using the present invention, recognizable pedometer, improves the correlation that pedometer reports
The verity of statistical data.
In one embodiment, as shown in figure 3, Fig. 3 illustrates, a kind of operation is above-mentioned to be disappeared based on the forgery of pedometer message
The terminal of the computer system based on von Neumann system of breath decision method.This computer system can be smart mobile phone, put down
The terminal units such as plate computer, palm PC, notebook computer or PC.Specifically, it may include connected by system bus
Outer input interface 1001, processor 1002, memorizer 1003 and output interface 1004.Wherein, outer input interface 1001
Optionally can at least include network interface 10012.Memorizer 1003 may include external memory 10032 (such as hard disk, CD or soft
Disk etc.) and built-in storage 10034.Output interface 1004 can at least include display screen 10042 grade equipment.
In the present embodiment, the operation of this method is based on computer program, and the program file of this computer program is stored in
In the external memory 10032 of the aforementioned computer system based on von Neumann system, operationally it is loaded into built-in storage
In 10034, after being then compiled as machine code, it is transferred to execution in processor 1002, so that being based on von Neumann system
Computer system in form pedometer message-detection 102 in logic, reporting schemes determining module 104, interrupt reporting
Mode determining module 106, first forges message determination module 108, timing reporting schemes determining module 110, second forges message
Determination module 112 and the 3rd forgery message determination module 114.And in the above-mentioned forgery message judgement side based on pedometer message
In method implementation procedure, the parameter of input is all received by outer input interface 1001, and is transferred to caching in memorizer 1003, so
After be input in processor 1002 and processed, the result data of process or be cached in memorizer 1003 is subsequently located in
Manage, or be passed to output interface 1004 and exported.
Above disclosed be only present pre-ferred embodiments, certainly the right model of the present invention can not be limited with this
Enclose, the equivalent variations therefore made according to the claims in the present invention, still belong to the scope that the present invention is covered.
Claims (10)
1. a kind of forgery message decision method based on pedometer message is it is characterised in that include：
Detection pedometer, by the pedometer message driving layer to report, obtains the time interval of described pedometer message；
Determine the reporting schemes of described pedometer according to described time interval, described reporting schemes include interrupting reporting schemes and determine
When reporting schemes；
It is to give the correct time in interruption in described reporting schemes, detect the step number that described pedometer message package contains；
When described step number is more than or equal to first threshold, judge described pedometer message as forgery message.
2. the forgery message decision method based on pedometer message according to claim 1 is it is characterised in that described basis
Described time interval determines that the reporting schemes of described pedometer are：
Judge whether described time interval is fixed value, if so, then judge reporting schemes as timing reporting schemes, otherwise, in being
Disconnected reporting schemes.
3. the forgery message decision method based on pedometer message according to claim 1 and 2 is it is characterised in that described
Also include after the reporting schemes determining described pedometer according to described time interval：
It is to give the correct time in timing in described reporting schemes, detect the mean values of the step number that described pedometer message package contains；
When described mean values are more than or equal to Second Threshold, judge described pedometer message as forgery message.
4. the forgery message decision method based on pedometer message according to claim 1 is it is characterised in that methods described
Also include：
The step number being contained according to described pedometer message package and time interval, calculate the time dependent rate of change of step number；
When described rate of change is more than or equal to three threshold values, judge described pedometer message as forgery message.
5. the forgery message decision method based on pedometer message according to claim 4 it is characterised in that described in institute
When stating rate of change more than or equal to three threshold values, judge that described pedometer message also includes as forging message：
In default detection cycle, obtain the persistent period that described rate of change is more than or equal to the 3rd threshold value, hold described in acquisition
The continuous time accounts for the ratio of described detection cycle, when described ratio is more than four threshold values, judges described pedometer message as forgery
Message.
6. a kind of forgery message decision maker based on pedometer message is it is characterised in that include：
Pedometer message-detection, for detecting pedometer by the pedometer message driving layer to report, the described pedometer of acquisition
The time interval of message；
Reporting schemes determining module, for determining the reporting schemes of described pedometer, the described side of reporting according to described time interval
Formula includes interrupting reporting schemes and timing reporting schemes；
Interrupt reporting schemes determining module, for being to give the correct time in interruption in described reporting schemes, detect described pedometer message package
The step number containing；
First forgery message determination module, for when described step number is more than or equal to first threshold, judging that described pedometer disappears
Cease for forging message.
7. the forgery message decision maker based on pedometer message according to claim 6 is it is characterised in that described report
Mode determining module is additionally operable to judge whether described time interval is fixed value, if so, then judges that reporting schemes report as timing
Mode, if it is not, for interrupting reporting schemes.
8. the forgery message decision maker based on pedometer message according to claim 6 or 7 is it is characterised in that described
Device also includes timing reporting schemes determining module and the second forgery message determination module, wherein：
It is to give the correct time in timing that described timing reporting schemes determining module is used in described reporting schemes, detects described pedometer message
The mean values of the step number comprising；
Described second forges message determination module is used for, when described mean values are more than or equal to Second Threshold, judging described meter
Step device message is to forge message.
9. the forgery message decision maker based on pedometer message according to claim 6 is it is characterised in that described device
Also include the 3rd forgery message determination module, for the step number that contained according to described pedometer message package and time interval, calculate
The time dependent rate of change of step number；Described rate of change be more than or equal to three threshold values when, judge described pedometer message as
Forge message.
10. the forgery message decision method based on pedometer message according to claim 9 is it is characterised in that described
Three forgery message determination modules are additionally operable in default detection cycle, obtain described rate of change and are more than or equal to the 3rd threshold value
Persistent period, the acquisition described persistent period accounts for the ratio of described detection cycle, when described ratio is more than four threshold values, judges institute
Stating pedometer message is to forge message.
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| CN108763007A (en) * | 2018-05-31 | 2018-11-06 | 腾讯科技（深圳）有限公司 | A kind of recognition methods, device and the server of meter step warping apparatus |
| CN108804455A (en) * | 2017-04-28 | 2018-11-13 | 中移（杭州）信息技术有限公司 | A kind of data reordering method and device |
| CN110263871A (en) * | 2019-06-26 | 2019-09-20 | 深圳市悦动天下科技有限公司 | Step counting cheat detection method, device, intelligent terminal and storage medium |
| CN111416904A (en) * | 2020-03-13 | 2020-07-14 | 维沃移动通信有限公司 | Data processing method, electronic device and medium |
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| CN103134520A (en) * | 2013-03-07 | 2013-06-05 | 南京中科盟联信息科技有限公司 | Pedometer equipment supporting automatic micro-blog data synchronization and synchronization method of pedometer equipment |
| CN105698813A (en) * | 2016-01-29 | 2016-06-22 | 广东欧珀移动通信有限公司 | Error step metering preventing method, system, mobile terminal and pedometer |
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| CN110263871A (en) * | 2019-06-26 | 2019-09-20 | 深圳市悦动天下科技有限公司 | Step counting cheat detection method, device, intelligent terminal and storage medium |
| CN110263871B (en) * | 2019-06-26 | 2023-04-18 | 深圳市悦动天下科技有限公司 | Step-counting cheating detection method and device, intelligent terminal and storage medium |
| CN111416904A (en) * | 2020-03-13 | 2020-07-14 | 维沃移动通信有限公司 | Data processing method, electronic device and medium |
| CN111416904B (en) * | 2020-03-13 | 2021-06-22 | 维沃移动通信有限公司 | Data processing method, electronic device and medium |
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