WO2019228257A1

WO2019228257A1 - Method for identifying type of wireless hotspot, and network device thereof

Info

Publication number: WO2019228257A1
Application number: PCT/CN2019/088297
Authority: WO
Inventors: 罗琨; 韩洲; 程磊根
Original assignee: 上海连尚网络科技有限公司
Priority date: 2018-06-01
Filing date: 2019-05-24
Publication date: 2019-12-05

Abstract

The purpose of the present application is to provide a method for identifying a type of wireless hotspot, and a network device, said method comprising: in response to receiving a type confirmation request concerning a first wireless hotspot, obtaining information about the first wireless hotspot, said type confirmation request being used for requesting that the type of the first wireless hotspot be provided; on the basis of information of the first wireless hotspot and information of a plurality of second wireless hotspots in a preset hotspot set, searching for a second wireless hotspot which is the same as, or similar to, the first wireless hotspot, the type of said second wireless hotspot being an open wireless hotspot which requires authentication; in response to finding a second wireless hotspot which is the same as, or similar to, the first wireless hotspot, identifying the type of the first wireless hotspot as an open wireless hotspot which requires authentication. In the method for identifying a type of wireless hotspot, and network device thereof, provided by the present application, the type of wireless hotspot that is requested can be confirmed.

Description

Method for identifying type of wireless hotspot and network equipment thereof

Technical field

The present application relates to the field of computers, and in particular, to a method for identifying a type of a wireless hotspot and a network device thereof.

Background technique

In the prior art, many open hotspots require user authentication before they can connect. For example, users need to enter information such as mobile phone numbers for authentication before allowing users to access the Internet through wireless hotspots. When users search for nearby wireless hotspots, they may find a large number of nearby wireless hotspots; wireless hotspots are roughly divided into encrypted hotspots that require a password to connect and open hotspots that can be connected without a password; open hotspots can be further divided into Authenticated hotspots and open hotspots that require authentication to connect. However, for users, if the wireless hotspot is not connected, it is difficult to distinguish which category the wireless hotspot belongs to.

Summary of the Invention

An object of the present application is to provide a method for identifying a type of a wireless hotspot and a network device thereof to solve the problem of confirming the type of a wireless hotspot.

According to an aspect of the present application, a method for identifying a type of a wireless hotspot is provided, which is applied to a network device and includes: in response to receiving a type confirmation request for a first wireless hotspot, obtaining information of the first wireless hotspot , The type confirmation request is used to request the type of the first wireless hotspot; based on the information of the first wireless hotspot and the information of multiple second wireless hotspots in a preset hotspot set, find a connection with the first wireless hotspot The same or similar second wireless hotspot, the type of the second wireless hotspot is an open wireless hotspot requiring authentication; and in response to finding a second wireless hotspot that is the same as or similar to the first wireless hotspot, The type of hotspot is identified as an open wireless hotspot that requires authentication.

According to another aspect of the present application, a computer-readable storage medium is provided, where the computer-readable storage medium stores instructions, and the instructions are executed according to a method described in the present application.

According to yet another aspect of the present application, a network device is provided. The network device includes a processor, and the processor executes an instruction according to the method described in the present application.

The method for identifying the type of a wireless hotspot and the network device provided by the present application can confirm whether the requested wireless hotspot is a wireless hotspot requiring identity authentication according to the type confirmation request and a set of hotspots preset by the network device.

BRIEF DESCRIPTION OF THE DRAWINGS

Other features, objects, and advantages of the present application will become more apparent by reading the detailed description of the non-limiting embodiments with reference to the following drawings:

FIG. 1 is a schematic flowchart of a method for identifying a type of a wireless hotspot according to an embodiment of the present application.

The same or similar reference numerals in the drawings represent the same or similar components.

Detailed ways

The present application is described in further detail below with reference to the drawings.

In a typical configuration of this application, the terminal and the network device each include one or more processors (CPUs), input / output interfaces, network interfaces, and memory.

20 Memory may include non-persistent memory, random access memory (RAM), and / or non-volatile memory in computer-readable media, such as read-only memory (ROM) or flash memory (flashRAM). Memory is an example of a computer-readable medium.

Computer-readable media includes permanent and non-persistent, removable and non-removable media. Information storage can be accomplished by any method or technology. Information may be computer-readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static random access memory (SRAM), dynamic random access memory (DRAM), other types of random access memory (RAM), and read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), flash memory or other memory technologies, read-only disc read-only memory (CD-ROM), digital versatile disc (DVD) or other optical storage, Magnetic tape cartridges, tape disk storage or other magnetic storage devices or any other non-transmitting medium can be used to store information that can be accessed by computing devices. As defined herein, computer-readable media does not include non-transitory computer-readable media, such as modulated data signals and carrier waves.

The terminal referred to in the present invention includes, but is not limited to, any electronic product that can perform human-computer interaction with a user (for example, human-computer interaction through a touch panel), such as a mobile electronic product such as a smart phone or a tablet computer. The mobile electronic product may Use any operating system, such as android operating system, iOS operating system, etc. Wherein, the network device includes an electronic device capable of automatically performing numerical calculation and information processing according to an instruction set or stored in advance. The hardware includes, but is not limited to, a microprocessor, an application specific integrated circuit (ASIC), and programmable logic. Devices (PLDs), field programmable gate arrays (FPGAs), digital signal processors (DSPs), embedded devices, and more. The network device includes, but is not limited to, a cloud composed of a computer, a network host, a single network server, multiple network server sets, or multiple servers; here, the cloud is composed of a large number of computers or network servers based on Cloud Computing, Among them, cloud computing is a type of distributed computing, a virtual supercomputer composed of a group of loosely coupled computer sets. The network includes, but is not limited to, the Internet, a wide area network, a metropolitan area network, a local area network, a VPN network, a wireless ad hoc network (Ad hoc network), and the like. Preferably, the terminal and the network device may also be programs running on the terminal, the network device, or a device formed by integrating the terminal and the network device over a network.

FIG. 1 is a schematic flowchart of a method for identifying a type of a wireless hotspot according to some embodiments of the present application. Steps S101 to S103 shown in FIG. 1 are mainly performed by network devices. As shown in FIG. 1, in an embodiment of the present application, a method for identifying a type of a wireless hotspot includes:

In step S101, in response to receiving a type confirmation request for a first wireless hotspot, information of the first wireless hotspot is obtained, and the type confirmation request is used to request a type of the first wireless hotspot.

Among them, this type of confirmation request can come from the terminal or from within the network device. The first wireless hotspot has not yet confirmed the type, for example, the type has not been confirmed by the sender of the type confirmation request. For example, the terminal sends a type confirmation request, and the type confirmation request carries the identifier of the first wireless hotspot to further obtain the information of the first wireless hotspot. The first wireless hotspot list may also be collected by a network device such as a server to confirm the type of the first wireless hotspot.

Step S102: Find a second wireless hotspot that is the same as or similar to the first wireless hotspot based on the information of the first wireless hotspot and information of multiple second wireless hotspots in a preset set of hotspots. The type of wireless hotspot is an open wireless hotspot that requires authentication.

The network device can access a preset hotspot set, and the hotspot set contains information of a plurality of second wireless hotspots. The second wireless hotspot is an open wireless hotspot that has been identified as requiring authentication. When a user connects to an open wireless hotspot that requires authentication, authentication is required to access the Internet, such as authentication through an authentication page. The network device may add a second wireless hotspot that has been identified as an open hotspot that requires authentication to the hotspot set.

Step S103: In response to finding a second wireless hotspot that is the same as or similar to the first wireless hotspot, identify the type of the first wireless hotspot as an open wireless hotspot that requires authentication.

Wherein, by comparing the information of the first wireless hotspot and the second wireless hotspot, the first wireless hotspot that is the same as or similar to the second wireless hotspot is also marked as an open wireless hotspot that requires authentication. The fact that the first wireless hotspot is the same as the second wireless hotspot means that the identifiers and physical addresses of the first wireless hotspot and the second wireless hotspot are the same. For example, the SSID and BSSID of the first wireless hotspot and the second wireless hotspot are the same. A method for determining that the first wireless hotspot is similar to the second wireless hotspot will be specifically described in the following embodiments.

According to the method in the embodiment of the present application, according to the type confirmation request of the terminal or the network device, and combined with the hotspot set of the network device, the wireless hotspot requested by the terminal or the network device can be used to confirm whether the type of authentication is required.

In some embodiments of the present application, the type confirmation request is from a terminal, and the type confirmation request includes an identifier of the first wireless hotspot scanned by the terminal. The method of this embodiment further includes the following steps: in response to the type of the first wireless hotspot being identified as an open wireless hotspot requiring authentication, feeding back to the terminal identification information of the first wireless hotspot and corresponding to the identification information The tag is used to indicate that the type of the first wireless hotspot is an open wireless hotspot requiring authentication.

The application running on the terminal may send a type confirmation request to the network device, and the type confirmation request carries the identifier of the first wireless hotspot to request to determine whether any of the first wireless hotspots is an open wireless hotspot requiring authentication. The network device determines whether the first wireless hotspot is the same as or similar to the second wireless hotspot based on the identification of the first wireless hotspot and other related information of the first wireless hotspot, such as location information, manufacturer source fields, and the like. When the first wireless hotspot is the same as or similar to the second wireless hotspot, the first wireless hotspot is an open wireless hotspot that requires authentication. The network device feeds back to the terminal the identification information of the first wireless hotspot and a label corresponding to the identification information, where the label indicates that the type of the wireless hotspot is an open wireless hotspot that requires authentication. In some embodiments, the type confirmation request sent by the application running on the terminal to the network device may include a hotspot information acquisition request sent by the terminal to the network device, where the hotspot information acquisition request is used to request the network device to the wireless hotspot scanned by the terminal In some embodiments, the hotspot information acquisition request may include an identification (such as an SSID) of the wireless hotspot scanned by the terminal, and is used to request the network device to provide the type of the wireless hotspot and the encrypted hotspot in the scanned wireless hotspot. Password; in some embodiments, because the terminal device can distinguish whether the wireless hotspots it scans are encrypted hotspots or open hotspots, but it is difficult to distinguish whether open hotspots require authentication, so the above type of confirmation request can be mainly used to request network devices to feedback open hotspots type.

In some embodiments of the present application, before acquiring the information of the first wireless hotspot, the method of this embodiment further includes: acquiring connection data generated from a terminal based on a connection operation of the terminal to the second wireless hotspot; In response to the connection data indicating that authentication is required to connect to the second wireless hotspot, identify the type of the second wireless hotspot as an open wireless hotspot requiring authentication, and add 25 the second wireless hotspot to the hotspot Collection.

In some embodiments, an application installed on a terminal can detect connection data generated by a user's connection operation to connect to a wireless hotspot. When a connection to a wireless hotspot is found, authentication data such as an authentication page is generated, and the wireless hotspot is generated. Identifying an open wireless hotspot that requires authentication, that is, a second wireless hotspot, and reporting the recognition result to the network device for the network device to add the information of the second wireless hotspot to the hotspot set. In some embodiments, the application may send the connection data generated by the connection operation to the second wireless hotspot to the network device through the terminal, and the network device responds to the connection data to indicate that authentication is required to connect to the second wireless hotspot. Identifying the type of the second wireless hotspot as an open wireless hotspot requiring authentication, and adding the second wireless hotspot to the hotspot set.

Specifically, the information of the first wireless hotspot or the second wireless hotspot includes at least one of the following: an identifier of the first wireless hotspot or the second wireless hotspot; the first wireless hotspot or the first wireless hotspot Location information of two wireless hotspots; a vendor source field of the first wireless hotspot or the second wireless hotspot. In some embodiments, the identifier may include an SSID (Service Set Identifier, service set identifier); the location information may include a geographic hash code (geohash); and the vendor source field may include a BSSID (Basic Service Set Identifier, basic service set identifier) Top six.

Correspondingly, in some embodiments of the present application, the second wireless hotspot similar to the first wireless hotspot includes: the same identifier as the first wireless hotspot and the same vendor source field as the first wireless hotspot or A similar second wireless hotspot; or a second wireless hotspot that is the same as the identifier of the first wireless hotspot and the location information indicates that it is in the same area as the first wireless hotspot; or The identification of the hotspot is similar and the location information indicates a second wireless hotspot within the same area as the first wireless hotspot.

In some embodiments, when the identifiers of the second wireless hotspot and the first wireless hotspot are the same and the manufacturer source fields are the same or similar, it may be determined that the second wireless hotspot is similar to the first wireless hotspot. For example, the type confirmation request includes the SSID and BSSID of the first wireless hotspot, and the network device queries the SSID and BSSID of the second wireless hotspot in a preset set of hotspots. When the bits are the same, it is determined that the second wireless hotspot is similar to the first wireless hotspot.

In some embodiments, when the identifiers of the second wireless hotspot and the first wireless hotspot are the same and the location information indicates that they are in the same area, it may be determined that the second wireless hotspot is similar to the first wireless hotspot. For example, the type confirmation request includes the SSID and location information of the first wireless hotspot, and the network device queries the SSID and location information of the second wireless hotspot in a preset set of hotspots. When the location information of the two wireless hotspots and the first wireless hotspot are in the same area, it is determined that the second wireless hotspot is similar to the first wireless hotspot.

In some embodiments, when the identifications of the second wireless hotspot and the first wireless hotspot are similar and the location information indicates that they are in the same area, it may be determined that the second wireless hotspot is similar to the first wireless hotspot. For example, the type confirmation request includes the SSID and location information of the first wireless hotspot, and the network device queries the SSID and location information of the second wireless hotspot in a preset set of hotspots. When the second wireless hotspot is similar to the SSID of the first wireless hotspot and the first When the location information of the two wireless hotspots and the first wireless hotspot are in the same area, it is determined that the second wireless hotspot is similar to the first wireless hotspot.

In some embodiments of the present application, the location information includes a hash code of a geographic location, and the location information indicates that the location is in the same area as the first wireless hotspot includes: the first wireless hotspot and the second wireless hotspot Geo-location hash codes for hotspots have the same area fields.

For example, the latitude and longitude of wireless hotspots are converted into hash codes (geohash) by geohash algorithm. Strings similar to each other indicate similar distances. The prefix matching of strings can be used to determine the distance between several wireless hotspots. The length of the geohash encoding can determine the distance accuracy. For example, when the geohash base32 encoding length is 8, the accuracy is about 19 meters, and when the geohash base32 encoding length is 9, the accuracy is about 2 meters. The encoding length can be selected according to the data.

For example, the latitude interval of the earth is [-90,90] and the latitude of the center point is 39.928167. The latitude 39.928167 can be approximated by the following algorithm:

1) The interval [-90,90] is divided into [-90,0), [0,90], which is called the left and right interval. It can be determined that 39.928167 belongs to the right interval [0,90], and the label is 1.

2) Then divide the interval [0,90] into [0,45) and [45,90], it can be determined that 39.928167 belongs to the left interval [0,45), and the label is 0;

3) The above process recursively 39.928167 always belongs to a certain interval [a, b], with each iteration the interval [a, b] is always shrinking and getting closer to 39.928167;

4) If the given latitude x (39.928167) belongs to the left interval, then record 0, if it belongs to the right interval, then record 1, so that as the algorithm proceeds, a sequence 1011100 is generated, and the length of the sequence is related to the number of intervals given. .

In the same way, the longitude interval of the earth is [-180, 180], and the longitude of the center point can be coded 116.389550.

Through the above calculations, the code generated by latitude is 1011100011, and the code generated by longitude is 1101001011. Put the longitude in the even digits and the latitude in the odd digits, and combine the two strings to generate a new string: 11100 11101 00100 01111.

Finally, use the 32 letters 0-9, bz (remove a, i, 1, o) to perform base32 encoding. First convert 11100, 11101, 00100, 01111 to decimal, corresponding to 28, 29, 4, 15, and the corresponding decimal encoding. It is wx4g, the geohash encoding as the center point.

Similarly, the second wireless hotspot and the first wireless hotspot can also calculate their geohash codes. For example, the second wireless hotspot and the first wireless hotspot have 8 geohash codes, and the first 6 bits of the geohash code of the center point can be set as Area field. If the geographic location hash codes of the second wireless hotspot and the first wireless hotspot are the first 6 bits, that is, the area fields are the same, it means that the second wireless hotspot and the first wireless hotspot are in the same area. The length of the area field can be set freely according to the actual accuracy requirements.

In some embodiments of the present application, the identifiers of the second wireless hotspot and the first wireless hotspot are similar to each other. The edit distance between the identifier of the first wireless hotspot and the identifier of the second wireless hotspot is similar to a preset. Within the threshold.

Among them, Edit Distance, also known as Levenshtein distance, refers to the minimum number of editing operations required to change from one string to another between two strings. Permissible editing operations include replacing one character with another, inserting a character, and deleting a character. For example, to calculate the edit distance between cafe and coffee, you can calculate according to the order of cafe → caffe → coffe → coffee. In general, the smaller the edit distance, the greater the similarity between the two strings.

For example, for the two strings str1 and str2, let the second wireless hotspot SSID be str1 and the first wireless hotspot SSID be str02. Generate the following matrix:

Zh	Zh	ss	tt	rr	00	22
Zh	00	11	22	33	44	55
ss	11	Zh	Zh	Zh	Zh	Zh
tt	22	Zh	Zh	Zh	Zh	Zh
rr	33	Zh	Zh	Zh	Zh	Zh
ll	44	Zh	Zh	Zh	Zh	D[n，m]D [n, m]

Calculate the value of each cell in the matrix according to formula (1):

d [i, 5j] = min (d [i-1, j] +1, d [i, j-1] +1, d [i-1, j-1] + temp) ... ............(1);

Among them, when str1 [i] == str2 [j], temp = 0; otherwise, temp = 1. i and j are natural numbers and i≥2, j≥2. d [i-1, j] +1 represents an increase operation, d [i, j-1] +1 represents a delete operation, and d [i-1, j-1] + temp represents a replacement operation.

The edit distance can be calculated according to formula (2):

Edit distance = 1-D [n, m] / max (str1 string length, str2 string length) ... (2);

Among them, D [n, m] is the last bit of the edit distance calculation matrix.

The edit distance algorithm is used to calculate the second wireless hotspot SSID and the first wireless hotspot SSID to obtain its edit distance. The similarity of the two SSIDs is filtered by a preset similarity threshold. When the editing distance is within the preset similarity threshold, it is determined that the SSID of the second wireless hotspot is similar to the SSID of the first wireless hotspot. If the second wireless hotspot and the first wireless hotspot are still in the same area, it can be basically determined that the second wireless hotspot is similar to the first wireless hotspot.

In some embodiments of the present application, in response to the connection data indicating that authentication is required to connect to the second wireless hotspot, the type of the second wireless hotspot is identified as an open wireless hotspot that requires authentication, and the first The step of adding two wireless hotspots to the hotspot set includes:

In response to the connection data indicating that authentication is required when connecting to the second wireless hotspot and the connection time indicated by the connection authentication data is within a preset time threshold, identifying the type of the second wireless hotspot as an open that requires authentication A wireless hotspot, and adding the second wireless hotspot to the hotspot set.

In some embodiments, when a network device collects connection data from a wireless hotspot of a terminal device, a data list may be generated; the data list may include a wireless hotspot identification, information that the wireless hotspot needs authentication, and a connection time. By setting a preset time threshold, only authentication wireless hotspot tags are added to wireless hotspots of connection data generated within the preset time threshold, and open wireless hotspots that have generated authentication in the recent period of time can be filtered to exclude outdated data. Keep your data fresh.

In some embodiments of the present application, after the method identifies the type of the first wireless hotspot as an open wireless hotspot requiring authentication, the method may further include the following steps: in response to obtaining the information from the terminal, Connection data generated by a connection operation of the first wireless hotspot, updating the type of the first wireless hotspot; wherein the connection data is used to indicate that a password is required to connect to the first wireless hotspot, or is used to indicate connection to the first wireless hotspot Authentication is required when the first wireless hotspot is required, or it is used to indicate that direct connection to the first wireless hotspot is allowed. The types of the first wireless hotspot include encrypted wireless hotspots that require a password, open wireless hotspots that require authentication, or authentication-free ones. Open wireless hotspots.

According to the foregoing embodiment, the type of the first wireless hotspot can be updated according to the actually generated connection data to correct the type of the wireless hotspot that is incorrectly identified or changed. For example, the connection data generated from the terminal connected to the first wireless hotspot is collected, and the type of the first wireless hotspot is identified based on the connection data. For example, based on the analysis of the connection data, it is determined that a password is required to connect to the first wireless hotspot, then the first wireless hotspot is identified as an encrypted wireless hotspot that requires a password, and the type of the first wireless hotspot is updated accordingly. Alternatively, based on the analysis of the connection data, it is determined that the first wireless hotspot can be directly connected without authentication or password, and the wireless hotspot is identified as an open wireless hotspot without authentication, and the type of the first wireless hotspot is updated accordingly. As another example, if it is determined that authentication is required to connect to the first wireless hotspot based on the analysis of the connection data, the first wireless hotspot is identified as an open wireless hotspot that requires authentication, and the first wireless hotspot is used as the second wireless hotspot to join the hotspot. Collection. Through the above steps, the situation where the error is marked as an open wireless hotspot to be authenticated can be corrected.

In addition, for the actual change of the wireless hotspot type, for example, the original wireless hotspot that does not require identity authentication becomes an encrypted wireless hotspot, the wireless hotspot type can also be updated according to the above method.

According to another aspect of the present application, a computer-readable storage medium is provided, where the computer-readable storage medium stores instructions, and the instructions are executed according to a method described in the application.

According to another aspect of the present application, a network device is provided. The network device includes a processor, and the processor executes an instruction according to the method described in the present application.

For example, the network device obtains information of the first wireless hotspot in response to receiving a type confirmation request for the first wireless hotspot sent by the terminal, and the type confirmation request is used to request the type of the first wireless hotspot; The information of the first wireless hotspot and the information of a plurality of second wireless hotspots in a preset hotspot set are searched to find a second wireless hotspot that is the same as or similar to the first wireless hotspot. The type of the second wireless hotspot is An open wireless hotspot requiring authentication; in response to finding a second wireless hotspot that is the same as or similar to the first wireless hotspot, the network device identifies the type of the first wireless hotspot as an open wireless hotspot that requires authentication.

Obviously, those skilled in the art can make various modifications and variations to this application without departing from the spirit and scope of this application. In this way, if these modifications and variations of the present application fall within the scope of the claims of the present application and their equivalent technologies, this application also intends to include these modifications and variations.

It should be noted that this application may be implemented in software and / or a combination of software and hardware, for example, it may be implemented using an application specific integrated circuit (ASIC), a general purpose computer, or any other similar hardware device. In one embodiment, the software program of the present application may be executed by a processor to implement the steps or functions described above. Likewise, the software program (including related data structures) of the present application can be stored in a computer-readable recording medium, such as a RAM memory, a magnetic or optical drive or a floppy disk and the like. In addition, some steps or functions of this application may be implemented by hardware, for example, as a circuit that cooperates with a processor to perform each step or function.

In addition, a part of the application may be applied as a computer program product, such as a computer program instruction, which, when executed by a computer, may call or provide the method and / or technical solution according to the application through the operation of the computer. The program instructions for invoking the method of the present application may be stored in a fixed or removable recording medium, and / or transmitted through a data stream in a broadcast or other signal bearing medium, and / or stored in The program instructions are executed in a working memory of a computer device. Here, an embodiment according to the present application includes a device including a memory for storing computer program instructions and a processor for executing program instructions, wherein when the computer program instructions are executed by the processor, a trigger is triggered The device operates based on the aforementioned method and / or technical solution according to various embodiments of the present application.

It is obvious to a person skilled in the art that the present application is not limited to the details of the above exemplary embodiments, and can be implemented in other specific forms without departing from the spirit or basic features of the application. Therefore, the embodiments are to be regarded as exemplary and non-limiting in every respect. The scope of the present application is defined by the appended claims rather than the above description, and therefore is intended to fall within the claims. All changes within the meaning and scope of the equivalent requirements are included in this application. Any reference signs in the claims should not be construed as limiting the claims involved. In addition, it is obvious that the word "comprising" does not exclude other units or steps, and that the singular does not exclude the plural. A plurality of units or devices stated in a device claim may also be implemented by one unit or device through software or hardware. Words such as first and second are used to indicate names, but not in any particular order.

Claims

A method for identifying the type of a wireless hotspot, which is applied to a network device and is characterized in that it includes:

In response to receiving a type confirmation request for a first wireless hotspot, acquiring information of the first wireless hotspot, the type confirmation request being used to request a type of the first wireless hotspot;

Find a second wireless hotspot that is the same as or similar to the first wireless hotspot based on the information of the first wireless hotspot and information of multiple second wireless hotspots in a preset hotspot set The type is an open wireless hotspot that requires authentication;

In response to finding a second wireless hotspot that is the same as or similar to the first wireless hotspot, the type of the first wireless hotspot is identified as an open wireless hotspot requiring authentication.
The method according to claim 1, wherein the type confirmation request is from a terminal, and the type confirmation request includes an identification of the first wireless hotspot scanned by the terminal;

The method further includes: in response to the type of the first wireless hotspot being identified as an open wireless hotspot requiring authentication, feeding back to the terminal identification information of the first wireless hotspot and a tag corresponding to the identification information, the The tag is used to indicate that the type of the first wireless hotspot is an open wireless hotspot that requires authentication.
The method according to claim 1, before obtaining the information of the first wireless hotspot, further comprising:

Acquiring connection data from a terminal that is generated based on the terminal's connection operation to the second wireless hotspot;

In response to the connection data indicating that authentication is required when connecting to the second wireless hotspot, identify the type of the second wireless hotspot as an open wireless hotspot requiring authentication, and add the second wireless hotspot to the hotspot set in.
The method according to claim 1, wherein the information of the first wireless hotspot or the second wireless hotspot comprises at least one of the following:

Identification of the first wireless hotspot or the second wireless hotspot;

Location information of the first wireless hotspot or the second wireless hotspot;

A vendor source field of the first wireless hotspot or the second wireless hotspot.
The method according to claim 4, wherein the second wireless hotspot similar to the first wireless hotspot comprises:

A second wireless hotspot that has the same identifier as the first wireless hotspot and is similar to the vendor source field of the first wireless hotspot;

Is the same as the identifier of the first wireless hotspot and the location information indicates a second wireless hotspot in the same area as the first wireless hotspot; or

Similar to the identification of the first wireless hotspot and the location information indicates a second wireless hotspot in the same area as the first wireless hotspot.
The method according to claim 5, wherein the location information comprises a hash code of a geographic location, and the location information indicating that the location is in the same area as the first wireless hotspot comprises:

The geographic hash codes of the first wireless hotspot and the second wireless hotspot have the same area field.
The screening method according to claim 5, wherein the identification of the second wireless hotspot similar to the identification of the first wireless hotspot comprises: the identification of the first wireless hotspot and the identification of the second wireless hotspot The edit distance is within a preset similarity threshold.
The method according to claim 3, wherein in response to the connection data indicating that authentication is required when connecting to the second wireless hotspot, identifying the type of the second wireless hotspot as an open wireless hotspot requiring authentication, And adding the second wireless hotspot to the hotspot set includes:

In response to the connection data indicating that authentication is required when connecting to the second wireless hotspot and the connection time indicated by the connection data is within a preset time threshold, identifying the type of the second wireless hotspot as an open wireless that requires authentication A hotspot, and adding the second wireless hotspot to the hotspot set.
The method according to claim 1, wherein after identifying the type of the first wireless hotspot as an open wireless hotspot requiring authentication, the method further comprises:

In response to acquiring connection data from a terminal that is generated based on the terminal's connection operation to the first wireless hotspot, the type of the first wireless hotspot is updated, where the connection data is used to indicate connection to the first wireless hotspot The wireless hotspot needs to provide a password, or is used to indicate that authentication is required when connecting to the first wireless hotspot, or is used to indicate that direct connection to the first wireless hotspot is allowed. The type of the first wireless hotspot includes a password that needs to be provided. Encrypted wireless hotspots, open wireless hotspots that require authentication, or open wireless hotspots that do not require authentication.
A computer-readable storage medium, characterized in that the computer-readable storage medium stores instructions, and the instructions are executed according to the method according to any one of claims 1 to 9.
A network device, wherein the network device includes a processor, and the processor executes instructions according to the method of any one of claims 1 to 9.