WO2018054061A1 - 一种短信识别方法、装置、系统及计算机存储介质 - Google Patents

一种短信识别方法、装置、系统及计算机存储介质 Download PDF

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Publication number
WO2018054061A1
WO2018054061A1 PCT/CN2017/082957 CN2017082957W WO2018054061A1 WO 2018054061 A1 WO2018054061 A1 WO 2018054061A1 CN 2017082957 W CN2017082957 W CN 2017082957W WO 2018054061 A1 WO2018054061 A1 WO 2018054061A1
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Prior art keywords
terminal
short message
query result
query
phone number
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PCT/CN2017/082957
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English (en)
French (fr)
Inventor
杜明统
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中兴通讯股份有限公司
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Publication of WO2018054061A1 publication Critical patent/WO2018054061A1/zh

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/12—Detection or prevention of fraud
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/12—Detection or prevention of fraud
    • H04W12/121—Wireless intrusion detection systems [WIDS]; Wireless intrusion prevention systems [WIPS]
    • H04W12/122—Counter-measures against attacks; Protection against rogue devices
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
    • H04W12/12—Detection or prevention of fraud
    • H04W12/128—Anti-malware arrangements, e.g. protection against SMS fraud or mobile malware
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/12—Messaging; Mailboxes; Announcements
    • H04W4/14—Short messaging services, e.g. short message services [SMS] or unstructured supplementary service data [USSD]

Definitions

  • the present invention relates to the field of communication technologies, and in particular, to a short message recognition method, apparatus, system, and computer storage medium.
  • the pseudo base station is a high-tech means for implementing telecom fraud.
  • the relevant devices such as the short message group sender and the short message transmitter can search for the mobile phone card information within a certain radius within the pseudo base station, and disguise it as an operation.
  • the base station of the merchant forcibly sends short messages such as fraud and advertising to the user's mobile phone, and has the remarkable features of small scope, group sending, and the same content.
  • the characteristic parameters of the mainstream cell are determined: channel description parameters, The feature of the cell selection parameter, the cell identifier, the location area identifier, or the like, or the feature that the operator temporarily loses the connection when the pseudo base station is camped, such as the mobile service switching center (MSC) of the camping base station.
  • the response message of the erroneous authentication response (Signed RESponse, SRES) is used to identify the pseudo base station short message by the feature of the pseudo base station authentication.
  • SRES erroneous authentication response
  • the above method mainly uses the characteristics of the pseudo base station network side, and the pseudo base station short message.
  • the identification is determined by a certain effect, but it cannot be accurately identified. Once the pseudo-base station's own network camouflage technology is improved, the above identification may be invalid.
  • the embodiment of the invention provides a short message identification method, device, system and computer storage medium, which realizes the pseudo base station by utilizing the characteristics that the user terminal information can be shared under the condition of a plurality of embedded Subscriber Identity Modules (eSIM) networking conditions.
  • eSIM embedded Subscriber Identity Modules
  • an embodiment of the present invention provides a short message identification method, which is applied to a cloud terminal, and includes:
  • the step of sending a first query request to the second terminal associated with the first terminal based on the reprogrammable subscriber identity module SIM card according to the to-be-queried information includes:
  • the method further includes:
  • the step of receiving the first query result that is sent by the second terminal according to the first query request, and sending the first query result to the first terminal includes:
  • the third terminal Receiving, by the third terminal, the third query result that is fed back according to the third query request, the third query result indicating whether the content matching degree of the second short message and the first short message is greater than or equal to a preset threshold;
  • the embodiment of the present invention further provides a computer storage medium, where the computer storage medium stores computer executable instructions, and the computer executable instructions are used to execute the short message identification method applied to the cloud terminal side according to the embodiment of the present invention. .
  • an embodiment of the present invention further provides a short message identification method, which is applied to a user terminal, and includes:
  • the phone number of the first short message sender is compared with a predetermined phone number
  • the information to be queried is generated and sent to the cloud terminal;
  • the alarm information is generated, where the first query result refers to the second short message sent by the unknown phone number received in the second terminal.
  • the content matching degree of the first short message is generated, where the first query result refers to the second short message sent by the unknown phone number received in the second terminal.
  • the method further includes:
  • the third terminal After determining that the third terminal exists in the second terminal according to the second query result, sending the content of the first short message to the cloud terminal; wherein the third terminal is configured to receive the unknown phone
  • the embodiment of the present invention further provides a computer storage medium, where the computer storage medium stores computer executable instructions, and the computer executable instructions are used to execute the short message identification method applied to the user terminal side according to the embodiment of the present invention. .
  • an embodiment of the present invention further provides a short message identification device, which is applied to a cloud terminal, and includes:
  • the first receiving module is configured to receive the to-be-queried information sent by the first terminal, where the to-be-queried information is generated by the first short message sent by the first terminal according to the received unknown phone number;
  • the first processing module is configured to send, according to the information to be queried, a first query request to a second terminal that is associated with the first terminal based on the reprogrammable subscriber identity module SIM card;
  • a second receiving module configured to receive a first query result that is sent by the second terminal according to the first query request, and send the first query result to the first terminal, so that the first terminal A pseudo base station short message is identified according to the first query result.
  • the first processing module includes:
  • a first sending submodule configured to send a second query request to all terminals associated with the first terminal based on the reprogrammable SIM card according to the unknown phone number
  • the first receiving submodule is configured to receive a second query result that is sent by the second terminal according to the second query request, where the second query result indicates whether the corresponding terminal receives the short message sent by the unknown phone number;
  • a second sending submodule configured to send a third query request to the third terminal according to the second query result and the content of the first short message, where the third terminal receives the The terminal of the second short message sent by the unknown phone number.
  • the first processing module further includes:
  • the third sending submodule is configured to send the second query result to the first terminal before sending the third query request to the third terminal that receives the second short message sent by the unknown phone number;
  • the second receiving submodule is configured to receive the content of the first short message sent by the first terminal, where the content of the first short message is determined by the first terminal according to the received first query result, The third terminal is sent after the third terminal exists.
  • the second receiving module includes:
  • a third receiving sub-module configured to receive a third query result that is sent by the third terminal according to the third query request, where the third query result indicates content matching degree between the second short message and the first short message Whether it is greater than or equal to the preset threshold;
  • the fourth sending submodule is configured to send the third query result to the first terminal.
  • an embodiment of the present invention further provides a short message identification device, which is applied to a user terminal, and includes:
  • the comparison module is configured to compare the phone number of the first short message sender with a predetermined phone number when the first short message is received by the first terminal;
  • the second processing module is configured to generate the to-be-queried information and send the information to the cloud terminal when the phone number of the first short message sender is an unknown phone number after the comparison;
  • the third receiving module is configured to: after the cloud terminal sends the first query request to the second terminal that is associated with the first terminal based on the reprogrammable SIM card, according to the to-be-queried information, receive the cloud terminal to send The first query result fed back by the second terminal;
  • the alarm module is configured to generate alarm information when the first query result is greater than or equal to a preset threshold, where the first query result refers to the unknown phone number sent by the second terminal.
  • the second short message matches the content of the first short message.
  • the short message identification device further includes:
  • the fourth receiving module is configured to receive, after receiving the first query result that the cloud terminal feeds back according to the information to be queried, a second query result that is fed back by the cloud terminal according to the unknown phone number;
  • a third processing module configured to: after determining that the third terminal exists in the second terminal according to the second query result, send the content of the first short message to the cloud terminal; wherein the third terminal a terminal for receiving the second short message sent by the unknown phone number; the cloud terminal, according to the content of the first short message, whether the content matching degree of the second short message and the first short message is greater than or equal to Set the threshold.
  • the short message identification device further includes:
  • a third processing module configured to: after receiving the fourth query request sent by the cloud terminal, query whether the unknown phone number of the fourth query request is received according to the fourth query request a third short message sent, and if the third short message is received, whether the content matching degree of the third short message and the fourth short message requested by the fourth query is greater than or equal to a preset threshold;
  • the sending module is configured to feed back a fourth query result corresponding to the fourth query request to the cloud terminal.
  • an embodiment of the present invention further provides a short message recognition system including the short message recognition device applied to the cloud terminal as described above, and the short message recognition device applied to the user terminal as described above.
  • the short message identification method of the embodiment of the present invention sends a query request to the second terminal associated with the first terminal based on the eSIM by receiving the to-be-queried information generated and sent by the first terminal according to the first short message sent by the unknown terminal number, so that the query request is sent to the second terminal associated with the eSIM.
  • the second terminal (one or more user terminals) queries to confirm whether the unknown phone number is a pseudo base station number, and then receives a query result generated and fed back by the second terminal after the query, and sends the query result to the first terminal.
  • the user terminal information sharing is performed by using multiple eSIM networking conditions, and the pseudo base station short message has common characteristics, and the first short message sent by the unknown terminal number received by the first terminal is identified, thereby being
  • the short message is a pseudo base station short message
  • the user can perform an alarm to ensure the user's information and property security, and the recognition accuracy is higher and the failure is not easy.
  • FIG. 1 is a schematic flowchart 1 of a short message identification method applied to a cloud terminal according to an embodiment of the present invention
  • FIG. 2 is a second schematic flowchart of a short message identification method applied to a cloud terminal according to an embodiment of the present invention
  • FIG. 3 is a schematic flowchart 3 of a short message identification method applied to a cloud terminal according to an embodiment of the present invention
  • FIG. 4 is a schematic diagram of application of a short message identification method applied to a cloud terminal according to an embodiment of the present invention
  • FIG. 5 is a schematic flowchart of a method for identifying a short message applied to a user terminal according to an embodiment of the present invention
  • FIG. 6 is a schematic structural diagram of a short message identification apparatus applied to a cloud terminal according to an embodiment of the present invention.
  • FIG. 7 is a schematic structural diagram of a short message identifying apparatus applied to a user terminal according to an embodiment of the present invention.
  • FIG. 8 is a schematic diagram of an alarm of a user terminal.
  • the present invention is directed to the problem that the existing pseudo base station short message recognition relies on the characteristics of the pseudo base station itself, and the recognition accuracy is low and easy to be invalid.
  • the short message identification method applied to the cloud terminal is provided, and the user is used under multiple eSIM networking conditions.
  • the terminal information can be shared, and the identification of the pseudo base station short message is realized, and the accuracy is higher and the failure is not easy.
  • FIG. 1 is a schematic flowchart 1 of a method for identifying a short message applied to a cloud terminal according to an embodiment of the present invention. As shown in FIG. 1 , the method for identifying a short message according to an embodiment of the present invention is applied to a cloud terminal, and includes:
  • Step 101 Receive information to be queried sent by the first terminal, where the to-be-queried information is generated by the first short message sent by the first terminal according to the received unknown phone number;
  • Step 102 Send, according to the to-be-queried information, a first query request to a second terminal that is associated with the first terminal based on the reprogrammable subscriber identity module SIM card.
  • Step 103 Receive a first query result that is sent by the second terminal according to the first query request, and send the first query result to the first terminal.
  • the short message identification method of the embodiment of the present invention is applied to the cloud terminal, and receives the to-be-queried information generated and sent by the first terminal according to the first short message after receiving the first short message sent by the unknown telephone number; Transmitting the first query request to the second terminal associated with the first terminal based on the reprogrammable subscriber identity module SIM card (eSIM), such that the second terminal (one or more user terminals) queries to confirm whether the unknown telephone number is a pseudo base station number; receiving a first query result that is generated and fed back by the second terminal after the second query request is queried, and sending the first query result to the first terminal, so that the first terminal is configured according to The first query result identifies a pseudo base station short message.
  • SIM subscriber identity module
  • the unknown power received by the first terminal The first short message sent by the voice number is identified, so that when the first short message is a pseudo base station short message, the user can be alerted to ensure the user's information and property security, the recognition accuracy is higher, and the failure is not easy.
  • the pseudo base station short message has the same telephone number and the common characteristics of the same short message content
  • the telephone number and the short message content need to be double-queried to improve the recognition accuracy. Therefore, the first query request in the foregoing content needs to be sent to all terminals associated with the first terminal based on the eSIM, and at the same time, query the phone number and the short message content for all the terminals to identify whether the first short message is a pseudo base station short message.
  • this kind of query method has a complicated process and consumes a lot of resources.
  • FIG. 2 is a schematic flowchart of the short message identification method applied to the cloud terminal according to the embodiment of the present invention.
  • Step 102 includes:
  • Step 1021 Send, according to the unknown phone number, a second query request to a second terminal that is associated with the first terminal based on the reprogrammable SIM card.
  • Step 1022 Receive a first query result that is sent by the second terminal according to the second query request, where the first query result indicates whether the corresponding terminal receives the short message sent by the unknown phone number.
  • Step 1023 Send a third query request to the third terminal according to the second query result and the content of the first short message, where the third terminal sends the unknown terminal number in the second terminal.
  • the terminal of the second short message is
  • Steps 1021 to 1023 the cloud terminal first sends a second query request to all terminals associated with the first terminal based on the eSIM according to the unknown phone number, and performs a phone number query in the second terminal. After receiving the first query result fed back by the second terminal, the cloud terminal can determine, in the second terminal, the third message that receives the second short message sent by the unknown phone number according to the second query result. terminal. Then, a third query request is sent to the third terminal, and the query of the short message content is performed in the third terminal.
  • the short message content when the short message content is queried, it only needs to be performed in the third terminal that receives the short message sent by the unknown telephone number, and does not need to be performed on all the terminals, which simplifies the processing flow and avoids unnecessary consumption of resources.
  • the information to be queried received by the cloud terminal needs to include at least the unknown phone number and the content of the first short message.
  • the third query request carries the unknown phone number and the content of the first short message at the same time.
  • the method further includes:
  • Step 1024 Send the second query result to the first terminal.
  • Step 1025 Receive content of the first short message sent by the first terminal, where the content of the first short message is determined by the first terminal according to the received second query result, and the second terminal exists. The third terminal is sent after.
  • the second query result is sent to the first terminal, as in step 1024, so that the first terminal knows that the unknown phone number is also received in the terminal associated with the eSIM-based terminal.
  • the terminal of the sent short message thereby transmitting the content of the first short message to the cloud terminal.
  • the cloud terminal can receive the content of the first short message as in step 1025, and then perform step 1023 to perform short message content query in the third terminal.
  • the first terminal is also able to learn, according to the second query result, that the terminal that receives the short message sent by the unknown phone number does not exist in the terminal associated with the eSIM, and the first terminal does not send the first.
  • the content of the short message to the cloud terminal does not require further processing, which further simplifies the processing flow.
  • the third terminal After the third query request is sent to the third terminal according to the second query result and the content of the first short message, the third terminal queries whether the second short message sent by the unknown phone number is the same as the content of the first short message. .
  • step 103 includes:
  • Step 1031 Receive a third query result that is sent by the third terminal according to the third query request, where the third query result indicates whether the content matching degree of the second short message and the first short message is greater than or equal to Set a threshold;
  • Step 1032 Send the third query result to the first terminal.
  • the cloud terminal After receiving the second query result, the cloud terminal forwards the second query result to the first terminal, so that the first terminal knows whether the content of the second short message and the first short message received by the third terminal associated with the eSIM is reached.
  • a certain content matching degree preset threshold. If the preset threshold is reached, the first short message is confirmed to be a pseudo base station short message, and the user is alerted to improve the user experience and maintain user information and property security.
  • the first terminal needs to feedback that the unknown phone number message is a pseudo base station message, so as to alert the user. Therefore, in step 1032, only the unknown phone number indicated by the third terminal is required to be received.
  • the embodiment of the present invention further provides a computer storage medium, where the computer storage medium stores computer executable instructions, and the computer executable instructions are used to execute the short message identification method applied to the cloud terminal side according to the embodiment of the present invention. .
  • the specific application scenario can be:
  • the method can be used to query the short message received by the eSIM module in the vehicle, and whether the short message is a pseudo base station short message.
  • multiple mobile phones between family members are based on eSIM association, and are in the same area, and cloud terminal information is shared.
  • a mobile phone receives a short message, it can query the short message received by other mobile phones by using the method in this embodiment to identify whether the short message is a pseudo base station short message.
  • FIG. 4 illustrates the application of the specific scenario of the short message identification method in the embodiment of the present invention.
  • the user terminal 1 User Equipment1, UE1 receives one.
  • the short message sent by the unknown telephone number has three terminals associated with the UE1 based on the eSIM, namely UE2, UE3 and UE4.
  • the UE1 sends an unknown phone number to the cloud terminal to initiate a query process.
  • the UE2 queries whether the same number of short messages exist in the short message, and returns a result.
  • the cloud terminal sends a query request carrying the unknown phone number to the associated device UE3, and initiates a number query.
  • the UE3 queries whether the same number of short messages exist in the short message, and returns a result.
  • the cloud terminal sends a query request carrying the unknown phone number to the associated device UE4, and initiates a number query.
  • the UE4 queries whether the same number of short messages exist in the short message, and returns a result.
  • S408 The cloud terminal collects the result of the record feedback, and the integrated result is fed back to the UE1.
  • the UE1 sends the short message content to the cloud terminal and initiates the content query only when the same number exists, according to the S408 feedback.
  • S410 The cloud terminal initiates a query only to the associated device recorded in S408, and sends the short message content and the short message number to the UE3, and initiates a content and number matching query.
  • UE3 performs a query, such as matching, returns to the cloud terminal "YES", and if not, returns "NO".
  • S412 The cloud terminal sends the content and the short message number to the UE4, and initiates a content and number matching query.
  • S413 The UE4 performs a query, such as matching, and returns to the cloud terminal “YES”, and if not, returns “NO”.
  • the short message identification method in the embodiment of the present invention uses the information sharing of user terminals under multiple eSIM networking conditions, and the common characteristics of the pseudo base station short messages are sent to the unknown terminal number received by the first terminal.
  • the first short message is identified, so that when the first short message is a pseudo base station short message, the user can be alerted to ensure the user's information and property security, the recognition accuracy is higher, and the failure is not easy.
  • FIG. 5 a schematic diagram of a short message identification method applied to a user terminal according to an embodiment of the present invention is provided.
  • the embodiment of the present invention further provides a short message identification method, which is applied to a user terminal, and includes:
  • Step 501 When the first terminal receives the first short message, compare the phone number of the first short message sender with a predetermined phone number;
  • Step 502 When the phone number of the first short message sender is an unknown phone number, generate the to-be-queried information and send the information to the cloud terminal.
  • Step 503 after the cloud terminal sends the first query request to the second terminal that is associated with the first terminal based on the reprogrammable SIM card, according to the information to be queried, receiving, by the cloud terminal, the first The first query result fed back by the second terminal;
  • Step 504 Generate alarm information when determining that the first query result is greater than or equal to a preset threshold, where the first query result refers to the number sent by the unknown terminal number received by the second terminal. The degree to which the second short message matches the content of the first short message.
  • the first terminal when the first terminal receives the first short message, the first terminal first compares the phone number of the first short message sender with a predetermined phone number (such as the phone number in the communication book), and whether the query is A contact is known, and if the phone number exists in the address book, no subsequent process is required. If the phone number is an unknown phone number, the message may be a pseudo base station message, and needs to be identified. Then, the to-be-queried information is sent to the cloud terminal, so that the cloud terminal sends the first query request to the first terminal based on the eSIM. The second terminal initiates a query, and sends a first query result fed back by the second terminal to the first terminal.
  • a predetermined phone number such as the phone number in the communication book
  • the first query result forwarded by the cloud terminal determines that the first query result (the content matching degree of the second short message and the first short message sent by the unknown phone number received in the second terminal) is greater than or equal to a preset threshold
  • the alarm information is generated to provide a risk reminder to the user, thereby ensuring user information and property security.
  • the alarm information may be text information, sound information, or light information.
  • a predetermined position on the interface 801 of the short message prompts "Attention: the risk of the pseudo base station short message exists in the short message", and the prompt area can be marked with a predetermined color.
  • the cloud terminal first sends a second query request to all terminals associated with the first terminal based on the eSIM according to the unknown phone number, and initiates a number query. And forwarding the obtained second query result to the first terminal. Therefore, in the embodiment of the present invention, before step 503, the method further includes:
  • Step 505 Receive a second query result that is returned by the cloud terminal according to the unknown phone number.
  • Step 506 After determining that the third terminal exists in the second terminal according to the second query result, sending the content of the first short message to the cloud terminal, where the third terminal is receiving the a terminal of the second short message sent by the unknown phone number; the cloud terminal queries the content matching degree of the second short message and the first short message received by the third terminal according to the content of the first short message Whether it is greater than or equal to the preset threshold.
  • the first terminal receives the second query result, and learns, by the second query result, that the second terminal associated with the first terminal based on the eSIM has the same phone number as the unknown phone number, and sends the same to the cloud terminal.
  • the content of the first short message initiates a content query.
  • the first terminal is also able to learn, according to the second query result, that the terminal that receives the short message sent by the unknown phone number does not exist in the terminal associated with the eSIM, and the first terminal does not send the first.
  • the content of the short message to the cloud terminal does not need to be further processed, which further simplifies Process flow.
  • the cloud terminal sends a query request to the first terminal according to the foregoing method. Therefore, the method for identifying a short message applied to the first terminal further includes:
  • Step 505 After receiving the fourth query request sent by the cloud terminal, querying, according to the fourth query request, whether to receive the third short message sent by the unknown phone number of the fourth query request, and if receiving the a third short message, whether the content matching degree of the third short message and the fourth short message requested by the fourth query is greater than or equal to a preset threshold;
  • Step 506 The fourth query result corresponding to the fourth query request is fed back to the cloud terminal.
  • the terminal only needs to perform a matching query on the short message number, and finds whether there is a short message with the same phone number, and feeds the corresponding query result to the cloud terminal; There is an unknown phone number and a fourth short message sent by the unknown phone number. The terminal needs to first find the same short message as the unknown phone number, and then matches the found short message with the fourth short message, and feeds back the corresponding query result. Cloud terminal.
  • the short message identification method in the embodiment of the present invention is applied to a user terminal, and the first terminal compares the sender's phone number of the received short message with a predetermined phone number to determine whether it is an unknown phone number. After confirming that it is an unknown phone number, it initiates an inquiry to the cloud terminal.
  • the cloud terminal performs a query in the second terminal that is associated with the first terminal based on the eSIM, and feeds back the query result to the first terminal.
  • the first terminal finally determines, according to the result of the feedback, that the received short message is a pseudo base station short message, generates an alarm message, and sends a risk reminder to the user, thereby ensuring user information and property security.
  • the use of multiple eSIM networking conditions to share user terminal information, and the pseudo base station short message grouping have common characteristics, the recognition accuracy is higher, and it is not easy to fail.
  • the embodiment of the present invention further provides a computer storage medium, where the computer storage medium stores computer executable instructions, and the computer executable instructions are used to execute the short message identification method applied to the user terminal side according to the embodiment of the present invention. .
  • FIG. 6 is a schematic structural diagram of a short message identifying apparatus applied to a cloud terminal according to an embodiment of the present invention.
  • the embodiment of the present invention further provides a short message identifying apparatus, which is applied to a cloud terminal, and includes:
  • the first receiving module 601 is configured to receive the to-be-queried information sent by the first terminal, where the to-be-queried information is generated by the first short message sent by the first terminal according to the received unknown phone number;
  • the first processing module 602 is configured to send, according to the to-be-queried information, a first query request to a second terminal that is associated with the first terminal based on the reprogrammable subscriber identity module SIM card;
  • the second receiving module 603 is configured to receive a first query result that is sent by the second terminal according to the first query request, and send the first query result to the first terminal, so that the first The terminal identifies the pseudo base station short message according to the first query result.
  • the first processing module includes:
  • a first sending submodule configured to send a second query request to all terminals associated with the first terminal based on the reprogrammable SIM card according to the unknown phone number
  • the first receiving submodule is configured to receive a second query result that is sent by the second terminal according to the second query request, where the second query result indicates whether the corresponding terminal receives the short message sent by the unknown phone number;
  • a second sending submodule configured to send a third query request to the third terminal according to the second query result and the content of the first short message, where the third terminal receives the The terminal of the second short message sent by the unknown phone number.
  • the first processing module further includes:
  • the third sending submodule is configured to send the second query result to the first terminal before sending the third query request to the third terminal that receives the second short message sent by the unknown phone number;
  • the second receiving submodule is configured to receive the content of the first short message sent by the first terminal, where the content of the first short message is based on the first query result received by the first terminal, Determining that the third terminal is sent after the third terminal exists.
  • the second receiving module includes:
  • a third receiving sub-module configured to receive a third query result that is sent by the third terminal according to the third query request, where the third query result indicates content matching degree between the second short message and the first short message Whether it is greater than or equal to the preset threshold;
  • the fourth sending submodule is configured to send the third query result to the first terminal.
  • the identification device sends a query request to the second terminal associated with the first terminal based on the eSIM by receiving the to-be-queried information generated and sent by the first short message sent by the first terminal according to the unknown phone number, so that the second terminal (one or The plurality of user terminals are queried to confirm whether the unknown phone number is a pseudo base station number, and then receive a query result generated and fed back by the second terminal after the query, and send the query result to the first terminal.
  • the first short message sent by the unknown terminal number received by the first terminal is identified by using the common terminal information sharing under the condition of multiple eSIM networking, and the pseudo base station short message has a common feature, so that the first short message is a pseudo base station.
  • the short message is sent, the user can be alerted to protect the user's information and property security, and the recognition accuracy is higher and the failure is not easy.
  • the device is a device for applying the short message identification method applicable to the cloud terminal, and the implementation manner of the foregoing embodiment of the short message recognition method applicable to the cloud terminal is applicable to the device, and the same technical effect can be achieved.
  • FIG. 7 is a schematic structural diagram of a short message identifying apparatus applied to a user terminal according to an embodiment of the present invention.
  • the embodiment of the present invention further provides a short message identifying apparatus, which is applied to a user terminal, and includes:
  • the comparison module 701 is configured to compare the phone number of the first short message sender with a predetermined phone number when the first terminal receives the first short message;
  • the second processing module 702 is configured to: when the phone number of the first short message sender is an unknown phone number, generate the information to be queried and send the information to the cloud terminal;
  • the third receiving module 703 is configured to send, according to the to-be-queried information, the cloud terminal After receiving the query request to the second terminal that is associated with the first terminal based on the reprogrammable SIM card, receiving a first query result that is sent by the second terminal and sent by the second terminal;
  • the alarm module 704 is configured to generate alarm information when the first query result is greater than or equal to a preset threshold, where the first query result refers to the unknown phone number received in the second terminal. The degree to which the sent second short message matches the content of the first short message.
  • the short message identification device further includes:
  • the fourth receiving module is configured to receive, after receiving the first query result that the cloud terminal feeds back according to the information to be queried, a second query result that is fed back by the cloud terminal according to the unknown phone number;
  • a third processing module configured to: after determining that the third terminal exists in the second terminal according to the second query result, send the content of the first short message to the cloud terminal; wherein the third terminal a terminal for receiving the second short message sent by the unknown phone number; the cloud terminal, according to the content of the first short message, whether the content matching degree of the second short message and the first short message is greater than or equal to Set the threshold.
  • the short message identification device further includes:
  • the third processing module is configured to: after receiving the fourth query request sent by the cloud terminal, query, according to the fourth query request, whether to receive the third short message sent by the unknown phone number of the fourth query request, and if Receiving, by the third short message, whether the content matching degree of the third short message and the fourth short message requested by the fourth query is greater than or equal to a preset threshold;
  • the sending module is configured to feed back a fourth query result corresponding to the fourth query request to the cloud terminal.
  • the device is applied to the user terminal, and compares the sender's telephone number of the received short message with a predetermined (such as in the communication book) telephone number to determine whether it is an unknown telephone number, and after confirming that it is an unknown telephone number, Initiate a query to the cloud terminal.
  • the cloud terminal performs a query in the terminal associated with the first terminal based on the eSIM, and feeds back the query result to the first terminal.
  • First terminal when the received short message is a pseudo base station short message, an alarm information is generated, and a risk reminder is sent to the user, thereby ensuring user information and property security.
  • the use of multiple eSIM networking conditions to share user terminal information, and the pseudo base station short message grouping have common characteristics, the recognition accuracy is higher, and it is not easy to fail.
  • the device is a device for applying the short message identification method applicable to the user terminal, and the implementation manner of the foregoing embodiment of the short message identification method applicable to the user terminal is applicable to the device, and the same technical effect can be achieved.
  • the embodiment of the invention further provides a short message recognition system, which comprises the short message identification device applied to the cloud terminal as described above, and the short message recognition device applied to the user terminal as described above.
  • the first terminal compares the sender's phone number of the received short message with the phone number in the communication book to determine whether it is an unknown phone number, and after confirming that it is an unknown phone number, to the cloud terminal Initiate a query.
  • the cloud terminal performs a query in the terminal associated with the first terminal based on the eSIM, and feeds back the query result to the first terminal.
  • the first terminal finally determines, according to the result of the feedback, that the received short message is a pseudo base station short message, generates an alarm message, and sends a risk reminder to the user, thereby ensuring user information and property security.
  • the use of multiple eSIM networking conditions to share user terminal information, and the pseudo base station short message grouping have common characteristics, the recognition accuracy is higher, and it is not easy to fail.
  • the system includes the foregoing short message identifying device applied to the cloud terminal and the short message identifying device applied to the user terminal, and the foregoing embodiment of the short message identifying method applied to the cloud terminal and the short message identifying method applied to the user terminal
  • the implementation is applicable to the system and can achieve the same technical effect.
  • user terminals described in this specification include, but are not limited to, smartphones, tablets, etc., and many of the functional components described are referred to as modules to more particularly emphasize the independence of their implementation.
  • embodiments of the present invention can be provided as a method, system, or computer program product. Accordingly, the present invention can take the form of a hardware embodiment, a software embodiment, or a combination of software and hardware. Moreover, the invention can take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage and optical storage, etc.) including computer usable program code.
  • the computer program instructions can also be stored in a computer readable memory that can direct a computer or other programmable data processing device to operate in a particular manner, such that the instructions stored in the computer readable memory produce an article of manufacture comprising the instruction device.
  • the apparatus implements the functions specified in one or more blocks of a flow or a flow and/or block diagram of the flowchart.
  • These computer program instructions can also be loaded onto a computer or other programmable data processing device such that a series of operational steps are performed on a computer or other programmable device to produce computer-implemented processing for execution on a computer or other programmable device.
  • the instructions provide steps for implementing the functions specified in one or more of the flow or in a block or blocks of a flow diagram.
  • the short message identification method of the embodiment of the present invention sends a query request to the second terminal associated with the first terminal based on the eSIM by receiving the to-be-queried information generated and sent by the first terminal according to the first short message sent by the unknown terminal number, so that the query request is sent to the second terminal associated with the eSIM.
  • the second terminal (one or more user terminals) queries to confirm whether the unknown phone number is a pseudo base station number, and then receives a query result generated and fed back by the second terminal after the query, and sends the query result to the first terminal.
  • the user terminal information sharing is performed by using multiple eSIM networking conditions, and the pseudo base station short message has common characteristics, and the first short message sent by the unknown terminal number received by the first terminal is identified, thereby being
  • the short message is a pseudo base station short message
  • the user can perform an alarm to ensure the user's information and property security, and the recognition accuracy is higher and the failure is not easy.

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Abstract

本发明提供一种短信识别方法、装置、系统及计算机存储介质，所述方法包括：接收第一终端发送的待查询信息；其中，所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块(SIM)卡关联的第二终端发送第一查询请求；接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端。

Description

一种短信识别方法、装置、系统及计算机存储介质
相关申请的交叉引用
本申请基于申请号为201610843237.5、申请日为2016年09月22日的中国专利申请提出，并要求该中国专利申请的优先权，该中国专利申请的全部内容在此引入本申请作为参考。
技术领域
本发明涉及通信技术领域，特别是指一种短信识别方法、装置、系统及计算机存储介质。
背景技术
伪基站是当前一种实施电信诈骗的高科技手段，通过短信群发器、短信发信机等相关设备能够搜取以所述伪基站为中心、一定半径范围内的手机卡信息，通过伪装成运营商的基站，强行向用户手机发送诈骗、广告推销等短信息，具有小范围、群体发送、内容相同的显著特点。
为了识别伪基站短信，目前业界已经有较多的方法，其中多数是通过利用伪基站自身的网络特征来识别，如在手机驻留伪基站时，通过判断主流小区的特征参数：信道描述参数、小区选择参数、小区标识、位置区标识等特征识别，或者通过驻留伪基站时和运营商暂时失联的特征，如向驻留基站的移动业务交换中心(Mobile Switching Center，MSC)发送携带有错误的鉴权响应(Signed RESponse，SRES)的响应消息来通过伪基站鉴权的特征，来鉴别伪基站短信。也有通过识别伪基站短信内容的特点来判断是否属于伪基站短信方法。
然而，上述方式主要是要利用伪基站网络端的特点，对于伪基站短信 的识别由一定的效果，但是并不能进行准确识别，一旦伪基站自身网络端的伪装技术得到提升，上述识别就可能失效。
发明内容
本发明实施例提供一种短信识别方法、装置、系统及计算机存储介质，利用多个嵌入式用户识别模块(Embedded Subscriber Identity Module，eSIM)组网条件下用户终端信息可共享的特点，实现伪基站短信的辨别，准确性更高，且不易失效。
第一方面，本发明的实施例提供一种短信识别方法，应用于云终端，包括：
接收第一终端发送的待查询信息；其中，所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；
根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求；
接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端，以使所述第一终端根据所述第一查询结果识别出伪基站短信。
其中，根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求的步骤包括：
根据所述未知电话号码，向与所述第一终端基于可重复编程SIM卡关联的第二终端发送第二查询请求；
接收所述第二终端根据所述第二查询请求反馈的第二查询结果，所述第二查询结果指示对应终端是否接收到所述未知电话号码发送的短信；
根据所述第二查询结果以及所述第一短信的内容，向第三终端发送第三查询请求，所述第三终端为所述第二终端中接收到所述未知电话号码发送的第二短信的终端。
其中，在根据所述第二查询结果以及所述第一短信的内容，向接收到所述未知电话号码发送的第二短信的第三终端发送第三查询请求的步骤之前，还包括：
发送所述第二查询结果至所述第一终端；
接收所述第一终端发送的第一短信的内容；其中，所述第一短信的内容是所述第一终端在根据接收到的第二查询结果，确定所述第二终端中存在所述第三终端后发送的。
其中，接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端的步骤，包括：
接收所述第三终端根据所述第三查询请求反馈的第三查询结果，所述第三查询结果指示所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值；
将所述第三查询结果发送至所述第一终端。
本发明实施例还提供一种计算机存储介质，所述计算机存储介质中存储有计算机可执行指令，所述计算机可执行指令用于执行本发明实施例所述的应用于云终端侧的短信识别方法。
第二方面，本发明的实施例还提供一种短信识别方法，应用于用户终端，包括：
在第一终端接收到第一短信时，将所述第一短信发送方的电话号码与预定的电话号码进行比对；
当比对后所述第一短信发送方的电话号码为未知电话号码时，生成待查询信息，并发送至云终端；
在所述云终端根据所述待查询信息，发送第一查询请求至与所述第一终端基于可重复编程SIM卡关联的第二终端之后，接收所述云终端发送的所述第二终端反馈的第一查询结果；
在确定所述第一查询结果大于或等于预设阈值时，生成告警信息，其中，所述第一查询结果是指所述第二终端中接收到的所述未知电话号码发送的第二短信与所述第一短信的内容匹配程度。
其中，在接收所述云终端根据所述待查询信息反馈的第一查询结果的步骤之前，还包括：
接收所述云终端根据所述未知电话号码反馈的第二查询结果；
在根据所述第二查询结果，确定所述第二终端中存在第三终端之后，发送所述第一短信的内容至所述云终端；其中，所述第三终端为接收到所述未知电话号码发送的第二短信的终端；所述云终端根据所述第一短信的内容，查询所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值。
其中，还包括：
在接收到云终端发送的第四查询请求后，根据所述第四查询请求，查询是否接收到所述第四查询请求的未知电话号码发送的第三短信，以及若接收到所述第三短信，所述第三短信与所述第四查询请求的第四短信的内容匹配度是否大于或等于预设阈值；
反馈所述第四查询请求对应的第四查询结果至所述云终端。
本发明实施例还提供一种计算机存储介质，所述计算机存储介质中存储有计算机可执行指令，所述计算机可执行指令用于执行本发明实施例所述的应用于用户终端侧的短信识别方法。
第三方面，本发明的实施例还提供一种短信识别装置，应用于云终端，包括：
第一接收模块，配置为接收第一终端发送的待查询信息；其中，所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；
第一处理模块，配置为根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求；
第二接收模块，配置为接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端，以使所述第一终端根据所述第一查询结果识别出伪基站短信。
其中，所述第一处理模块包括：
第一发送子模块，配置为根据所述未知电话号码，向与所述第一终端基于可重复编程SIM卡关联的所有终端发送第二查询请求；
第一接收子模块，配置为接收所述第二终端根据所述第二查询请求反馈的第二查询结果，所述第二查询结果指示对应终端是否接收到所述未知电话号码发送的短信；
第二发送子模块，配置为根据所述第二查询结果以及所述第一短信的内容，向第三终端发送第三查询请求，所述第三终端为所述第二终端中接收到所述未知电话号码发送的第二短信的终端。
其中，所述第一处理模块还包括：
第三发送子模块，配置为在向接收到所述未知电话号码发送的第二短信的第三终端发送第三查询请求之前，发送所述第二查询结果至所述第一终端；
第二接收子模块，配置为接收所述第一终端发送的第一短信的内容；其中，所述第一短信的内容是所述第一终端在根据接收到的第一查询结果，确定所述第二终端中存在所述第三终端后发送的。
其中，所述第二接收模块包括：
第三接收子模块，配置为接收所述第三终端根据所述第三查询请求反馈的第三查询结果，所述第三查询结果指示所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值；
第四发送子模块，配置为将所述第三查询结果发送至所述第一终端。
第四方面，本发明的实施例还提供一种短信识别装置，应用于用户终端，包括：
比对模块，配置为在第一终端接收到第一短信时，将所述第一短信发送方的电话号码与预定的电话号码进行比对；
第二处理模块，配置为当比对后所述第一短信发送方的电话号码为未知电话号码时，生成待查询信息，并发送至云终端；
第三接收模块，配置为在所述云终端根据所述待查询信息，发送第一查询请求至与所述第一终端基于可重复编程SIM卡关联的第二终端之后，接收所述云终端发送的所述第二终端反馈的第一查询结果；
告警模块，配置为在确定所述第一查询结果大于或等于预设阈值时，生成告警信息，其中，所述第一查询结果是指所述第二终端中接收到的所述未知电话号码发送的第二短信与所述第一短信的内容匹配程度。
其中，所述短信识别装置还包括：
第四接收模块，配置为在接收所述云终端根据所述待查询信息反馈的第一查询结果之前，接收所述云终端根据所述未知电话号码反馈的第二查询结果；
第三处理模块，配置为在根据所述第二查询结果，确定所述第二终端中存在第三终端之后，发送所述第一短信的内容至所述云终端；其中，所述第三终端为接收到所述未知电话号码发送的第二短信的终端；所述云终端根据所述第一短信的内容，查询所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值。
其中，所述短信识别装置还包括：
第三处理模块，配置为在接收到云终端发送的第四查询请求后，根据所述第四查询请求，查询是否接收到所述第四查询请求的未知电话号码发 送的第三短信，以及若接收到所述第三短信，所述第三短信与所述第四查询请求的第四短信的内容匹配度是否大于或等于预设阈值；
发送模块，配置为反馈所述第四查询请求对应的第四查询结果至所述云终端。
为达到上述目的，本发明的实施例还提供一种短信识别系统，其特征在于，包括如上所述的应用于云终端的短信识别装置，以及如上所述应用于用户终端的短信识别装置。
本发明实施例所述短信识别方法，通过接收第一终端根据未知电话号码发送的第一短信生成并发送的待查询信息，向与该第一终端基于eSIM关联的第二终端发送查询请求，使得该第二终端(一个或多个用户终端)查询确认该未知电话号码是否为伪基站号码，然后，接收该第二终端在查询后生成并反馈的查询结果，并将该查询结果发送给第一终端。本发明实施例利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，对第一终端接收到的未知电话号码发送的第一短信进行识别，从而在第一短信为伪基站短信时，能够向用户进行告警，保障用户的信息、财产安全，识别准确性更高，且不易失效。
附图说明
图1为本发明实施例应用于云终端的短信识别方法的流程示意图一；
图2为本发明实施例应用于云终端的短信识别方法的流程示意图二；
图3为本发明实施例应用于云终端的短信识别方法的流程示意图三；
图4为本发明实施例应用于云终端的短信识别方法的应用示意图；
图5为本发明实施例应用于用户终端的短信识别方法的流程示意图；
图6为本发明实施例应用于云终端的短信识别装置的结构示意图；
图7为本发明实施例应用于用户终端的短信识别装置的结构示意图；
图8为用户终端的告警示意图。
具体实施方式
为使本发明要解决的技术问题、技术方案和优点更加清楚，下面将结合附图及具体实施例进行详细描述。
本发明针对现有的伪基站短信识别依赖伪基站本身具有的特点，识别准确性较低且易失效的问题，提供一种应用于云终端的短信识别方法，利用多个eSIM组网条件下用户终端信息可共享的特点，实现伪基站短信的辨别，准确性更高，不易失效。
图1为本发明实施例应用于云终端的短信识别方法的流程示意图一，如图1所示，本发明实施例所述短信识别方法，应用于云终端，包括：
步骤101，接收第一终端发送的待查询信息；其中，所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；
步骤102，根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求；
步骤103，接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端。
本发明实施例的短信识别方法应用于云终端，会接收第一终端在接收到未知电话号码发送的第一短信后，根据该第一短信生成并发送的待查询信息；之后，根据该待查询信息向与该第一终端基于可重复编程用户识别模块SIM卡(eSIM)关联的第二终端发送第一查询请求，使得该第二终端(一个或多个用户终端)查询确认该未知电话号码是否为伪基站号码；然后，接收该第二终端在根据第一查询请求查询后生成并反馈的第一查询结果，并将该第一查询结果发送给第一终端，以使所述第一终端根据所述第一查询结果识别出伪基站短信。
经上述步骤，利用一个或者多个eSIM组网条件下用户终端的信息共享，以及伪基站短信经群发具有共性的特点，对第一终端接收到的未知电 话号码发送的第一短信进行识别，从而在第一短信为伪基站短信时，能够向用户进行告警，保障用户的信息、财产安全，识别准确性更高，且不易失效。
考虑到伪基站短信经群发具有相同电话号码，相同短信内容的共性特点，根据待查询信息在第二终端中查询时，需要对电话号码和短信内容进行双重查询，以提升识别准确性。因此，上述内容中的第一查询请求，需要发送至与该第一终端基于eSIM关联的所有终端，同时对所有终端进行电话号码和短信内容的查询，以识别第一短信是否为伪基站短信。然而，这种查询方式，流程复杂，消耗了大量资源。
而为了简化流程，避免资源的非必要消耗，如图2本发明实施例应用于云终端的短信识别方法的流程示意图二所示，步骤102包括：
步骤1021，根据所述未知电话号码，向与所述第一终端基于可重复编程SIM卡关联的第二终端发送第二查询请求；
步骤1022，接收所述第二终端根据所述第二查询请求反馈的第一查询结果，所述第一查询结果指示对应终端是否接收到所述未知电话号码发送的短信；
步骤1023，根据所述第二查询结果以及所述第一短信的内容，向第三终端发送第三查询请求，所述第三终端为所述第二终端中接收到所述未知电话号码发送的第二短信的终端。
经步骤1021～1023，云终端会先根据该未知电话号码，向与该第一终端基于eSIM关联的所有终端发送第二查询请求，在该第二终端中进行电话号码的查询。之后，接收该第二终端反馈的第一查询结果，此时，云终端就能够根据该第二查询结果，在该第二终端中确定出接收到该未知电话号码发送的第二短信的第三终端。然后，向该第三终端发送第三查询请求，在该第三终端中进行短信内容的查询。
这样，在进行短信内容查询时，只需在接收到该未知电话号码发送的短信的第三终端中进行，而无需对所有终端进行，实现了处理流程的简化，避免了资源的非必要消耗。此时，云终端接收到的待查询信息需至少包括该未知电话号码和第一短信的内容。
为便于短信内容查询，第三查询请求会同时携带该未知电话号码和第一短信的内容。
然而，第一终端生成的待查询信息在包括该未知电话号码时，也可以不包括该第一短信的内容。因此，在上述实施例的基础上，如图3本发明实施例应用于云终端的短信识别方法的流程示意图三所示，在步骤1023之前，还包括：
步骤1024，发送所述第二查询结果至所述第一终端；
步骤1025，接收所述第一终端发送的第一短信的内容；其中，所述第一短信的内容是所述第一终端在根据接收到的第二查询结果，确定所述第二终端中存在所述第三终端后发送的。
在经步骤1022接收到第二查询结果后，如步骤1024，将该第二查询结果发送至第一终端，使得第一终端了解到在与其基于eSIM关联的终端中存在同样接收到该未知电话号码发送的短信的终端，从而向云终端发送第一短信的内容。这样，云终端即可如步骤1025接收该第一短信的内容，进而执行步骤1023，在第三终端中进行短信内容查询。当然，第一终端还能够根据第二查询结果了解到在与其基于eSIM关联的终端中不存在同样接收到该未知电话号码发送的短信的终端，此时，第一终端也就不会发送第一短信的内容至云终端，不需再进行后续处理流程，进一步简化了处理流程。
而在根据第二查询结果以及第一短信的内容将第三查询请求发送至第三终端后，第三终端会查询其接收到该未知电话号码发送的第二短信是否与第一短信的内容相同。
应该了解的是，伪基站短信的群发特点短信内容并非完全相同，可能会存在一些区别，因此，第三终端会根据第一短信的内容进行匹配，得到内容匹配度后，与预设阈值比较，将比较结果通过第三查询结果反馈至云终端。所以，在上述实施例的基础上，进一步具体的，步骤103，包括：
步骤1031，接收所述第三终端根据所述第三查询请求反馈的第三查询结果，所述第三查询结果指示所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值；
步骤1032，将所述第三查询结果发送至所述第一终端。
云终端在接收到该第二查询结果后，会将其转发至第一终端，以使第一终端了解到与其基于eSIM关联的第三终端接收到的第二短信与第一短信的内容是否达到一定的内容匹配度(预设阈值)，若达到该预设阈值，则可确认该第一短信是伪基站短信，向用户进行告警，提升用户使用体验，并维护用户的信息、财产安全。
一般而言，第一终端主要需要反馈结果是确定该未知电话号码短信为伪基站短信，从而向用户进行告警，因此，在步骤1032中，仅需将指示第三终端接收到的该未知电话号码短信与第一短信的内容匹配度大于或等于预设阈值的第二查询结果发送至第一终端，进一步简化处理流程。
本发明实施例还提供一种计算机存储介质，所述计算机存储介质中存储有计算机可执行指令，所述计算机可执行指令用于执行本发明实施例所述的应用于云终端侧的短信识别方法。
具体的应用场景可以为：
一、驾车出行，车载中的eSIM模块与用户手机基于eSIM关联，同处于一个区域下，云终端信息共享。出行中手机接收到短信时，就可以通过本实施例的方法，对车载中的eSIM模块接收的短信进行查询，识别该短信是否伪基站短信。
二、家人间多个手机基于eSIM关联，同处于一个区域下，云终端信息共享。一手机接收到短信时，就可以通过本实施例的方法，对其它手机接收的短信进行查询，识别该短信是否伪基站短信。
下面结合图4本发明实施例应用于云终端的短信识别方法的应用示意图，说明本发明实施例的短信识别方法的具体场景的应用：该场景中用户终端1(User Equipment1，UE1)接收到一未知电话号码发送的短信，与UE1基于eSIM关联的终端有3个，分别为UE2、UE3和UE4。
S401，UE1向云终端发送未知电话号码，发起查询流程。
S402，云终端延时20S后，向关联终端UE2发送携带有该未知电话号码的查询请求，发起号码查询。
S403，UE2查询短信中是否存在相同号码短信，返回结果。
S404，云终端向关联设备UE3发送携带有该未知电话号码的查询请求，发起号码查询。
S405，UE3查询短信中是否存在相同号码短信，返回结果。
S406，云终端向关联设备UE4发送携带有该未知电话号码的查询请求，发起号码查询。
S407，UE4查询短信中是否存在相同号码短信，返回结果。
S408，云终端收集记录反馈的结果，综合结果，反馈给UE1。
S409，UE1根据S408反馈，仅当存在相同号码，向云终端发送短信内容，同时发起内容查询。
S410，云终端仅向S408中记录的关联设备发起查询，发送短信内容和短信号码给UE3，发起内容和号码匹配查询。
S411，UE3进行查询，如匹配，返回云终端“YES”，若否，返回“NO”。
S412，云终端发送内容和短信号码给UE4，发起内容和号码匹配查询。
S413，UE4进行查询，如匹配，返回云终端“YES”，若否，返回“NO”。
S414，云终端把返回为“YES”的结果反馈UE1。
综上所述，本发明实施例的短信识别方法，利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，对第一终端接收到的未知电话号码发送的第一短信进行识别，从而在第一短信为伪基站短信时，能够向用户进行告警，保障用户的信息、财产安全，识别准确性更高，且不易失效。
如图5本发明实施例应用于用户终端的短信识别方法的流程示意图所示，本发明实施例还提供一种短信识别方法，应用于用户终端，包括：
步骤501，在第一终端接收到第一短信时，将所述第一短信发送方的电话号码与预定的电话号码进行比对；
步骤502，在所述第一短信发送方的电话号码为未知电话号码时，生成待查询信息，并发送至云终端；
步骤503，在所述云终端根据所述待查询信息，发送第一查询请求至与所述第一终端基于可重复编程SIM卡关联的第二终端之后，接收所述云终端发送的所述第二终端反馈的第一查询结果；
步骤504，在确定所述第一查询结果大于或等于预设阈值时，生成告警信息，其中，所述第一查询结果是指所述第二终端中接收到的所述未知电话号码发送的第二短信与所述第一短信的内容匹配程度。
通过上述步骤，在第一终端接收到第一短信时，第一终端会先将第一短信发送方的电话号码与预定的电话号码(如通信薄中的电话号码)进行比对，查询是否为已知联系人，如果该电话号码存在于通讯簿中，则无需进行后续的流程。如果该电话号码为未知电话号码，说明该短信可能是伪基站短信，需要进行识别，之后，生成待查询信息发送至云终端，以使云终端发送第一查询请求到与第一终端基于eSIM关联的第二终端，发起查询，并将第二终端反馈的第一查询结果发送至该第一终端。第一终端接收 经云终端转发的第一查询结果，在确定该第一查询结果(第二终端中接收到的该未知电话号码发送的第二短信与第一短信的内容匹配度)大于或等于预设阈值时，生成告警信息，用于向用户发出风险提醒，保障了用户信息、财产安全。
其中，告警信息可以是文字信息、声音信息或者灯光信息。如，图8用户终端的告警示意图所示，在该短信的界面801上的预定位置处提示“注意：该条短信存在伪基站短信的风险”，该提示区域可以使用预定颜色标示。当然，还可以声音提醒“新短信疑似伪基站短信”，或者指示灯红色闪烁。
在上述应用于云终端的短信识别方法的实施例中已知，为简化处理流程，云终端先根据未知电话号码，向与第一终端基于eSIM关联的所有终端发送第二查询请求，发起号码查询，并将获得的对应的第二查询结果转发至第一终端。因此，本发明实施例中，在步骤503之前，还包括：
步骤505，接收所述云终端根据所述未知电话号码反馈的第二查询结果；
步骤506，在根据所述第二查询结果，确定所述第二终端中存在第三终端之后，发送所述第一短信的内容至所述云终端；其中，所述第三终端为接收到所述未知电话号码发送的第二短信的终端；所述云终端根据所述第一短信的内容，查询所述第三终端接收到的所述未第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值。
这样，第一终端在接收到第二查询结果，并由该第二查询结果了解到与第一终端基于eSIM关联的第二终端中存在与该未知电话号码相同的电话号码时，向云终端发送第一短信的内容，发起内容查询。当然，第一终端还能够根据第二查询结果了解到在与其基于eSIM关联的终端中不存在同样接收到该未知电话号码发送的短信的终端，此时，第一终端也就不会发送第一短信的内容至云终端，不需再进行后续处理流程，进一步简化了 处理流程。
另外，若与该第一终端基于eSIM关联的其它终端接收到未知电话号码发送的短信，发起查询，云终端根据上述的方法，会向该第一终端发送查询请求。因此，应用于该第一终端的短信识别方法，还包括：
步骤505，在接收到云终端发送的第四查询请求后，根据所述第四查询请求，查询是否接收到所述第四查询请求的未知电话号码发送的第三短信，以及若接收到所述第三短信，所述第三短信与所述第四查询请求的第四短信的内容匹配度是否大于或等于预设阈值；
步骤506，反馈所述第四查询请求对应的第四查询结果至所述云终端。
具体的，第四查询请求若仅携带有未知电话号码，该终端只需对短信号码进行匹配查询，查到是否有相同电话号码的短信，将对应的查询结果反馈给云终端；若接收到携带有未知电话号码和该未知电话号码发送的第四短信该终端需要先查找到与该未知电话号码相同的短信，然后将查找到的短信与第四短信进行内容匹配，将对应的查询结果反馈给云终端。
综上所述，本发明实施例的短信识别方法，应用于用户终端，第一终端会通过将接收到的短信的发送方电话号码与预定的电话号码进行比对，判断是否为未知电话号码，并在确认其为未知电话号码后，向云终端发起查询。云终端在与第一终端基于eSIM关联的第二终端中进行查询，并将查询结果反馈给第一终端。第一终端最终根据反馈的结果确定接收到的短信是伪基站短信时，生成告警信息，向用户发出风险提醒，保障了用户信息、财产安全。利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，识别准确性更高，且不易失效。
本发明实施例还提供一种计算机存储介质，所述计算机存储介质中存储有计算机可执行指令，所述计算机可执行指令用于执行本发明实施例所述的应用于用户终端侧的短信识别方法。
如图6本发明实施例应用于云终端的短信识别装置的结构示意图所示，本发明实施例还提供一种短信识别装置，应用于云终端，包括：
第一接收模块601，配置为接收第一终端发送的待查询信息；其中，所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；
第一处理模块602，配置为根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求；
第二接收模块603，配置为接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端，以使所述第一终端根据所述第一查询结果识别出伪基站短信。
其中，所述第一处理模块包括：
第一发送子模块，配置为根据所述未知电话号码，向与所述第一终端基于可重复编程SIM卡关联的所有终端发送第二查询请求；
第一接收子模块，配置为接收所述第二终端根据所述第二查询请求反馈的第二查询结果，所述第二查询结果指示对应终端是否接收到所述未知电话号码发送的短信；
第二发送子模块，配置为根据所述第二查询结果以及所述第一短信的内容，向第三终端发送第三查询请求，所述第三终端为所述第二终端中接收到所述未知电话号码发送的第二短信的终端。
其中，所述第一处理模块还包括：
第三发送子模块，配置为在向接收到所述未知电话号码发送的第二短信的第三终端发送第三查询请求之前，发送所述第二查询结果至所述第一终端；
第二接收子模块，配置为接收所述第一终端发送的第一短信的内容；其中，所述第一短信的内容是所述第一终端在根据接收到的第一查询结果， 确定所述第二终端中存在所述第三终端后发送的。
其中，所述第二接收模块包括：
第三接收子模块，配置为接收所述第三终端根据所述第三查询请求反馈的第三查询结果，所述第三查询结果指示所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值；
第四发送子模块，配置为将所述第三查询结果发送至所述第一终端。
该识别装置通过接收第一终端根据未知电话号码发送的第一短信生成并发送的待查询信息，向与该第一终端基于eSIM关联的第二终端发送查询请求，使得该第二终端(一个或多个用户终端)查询确认该未知电话号码是否为伪基站号码，然后，接收该第二终端在查询后生成并反馈的查询结果，并将该查询结果发送给第一终端。利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，对第一终端接收到的未知电话号码发送的第一短信进行识别，从而在第一短信为伪基站短信时，能够向用户进行告警，保障用户的信息、财产安全，识别准确性更高，且不易失效。
需要说明的是，该装置是应用上述适用于云终端的短信识别方法的装置，上述适用于云终端的短信识别方法的实施例的实现方式适用于该装置，也能达到相同的技术效果。
如图7本发明实施例应用于用户终端的短信识别装置的结构示意图所示，本发明实施例还提供一种短信识别装置，应用于用户终端，包括：
比对模块701，配置为在第一终端接收到第一短信时，将所述第一短信发送方的电话号码与预定的电话号码进行比对；
第二处理模块702，配置为当比对后所述第一短信发送方的电话号码为未知电话号码时，生成待查询信息，并发送至云终端；
第三接收模块703，配置为在所述云终端根据所述待查询信息，发送第 一查询请求至与所述第一终端基于可重复编程SIM卡关联的第二终端之后，接收所述云终端发送的所述第二终端反馈的第一查询结果；
告警模块704，配置为在确定所述第一查询结果大于或等于预设阈值时，生成告警信息，其中，所述第一查询结果是指所述第二终端中接收到的所述未知电话号码发送的第二短信与所述第一短信的内容匹配程度。
其中，所述短信识别装置还包括：
第四接收模块，配置为在接收所述云终端根据所述待查询信息反馈的第一查询结果之前，接收所述云终端根据所述未知电话号码反馈的第二查询结果；
第三处理模块，配置为在根据所述第二查询结果，确定所述第二终端中存在第三终端之后，发送所述第一短信的内容至所述云终端；其中，所述第三终端为接收到所述未知电话号码发送的第二短信的终端；所述云终端根据所述第一短信的内容，查询所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值。
其中，所述短信识别装置还包括：
第三处理模块，配置为在接收到云终端发送的第四查询请求后，根据所述第四查询请求，查询是否接收到所述第四查询请求的未知电话号码发送的第三短信，以及若接收到所述第三短信，所述第三短信与所述第四查询请求的第四短信的内容匹配度是否大于或等于预设阈值；
发送模块，配置为反馈所述第四查询请求对应的第四查询结果至所述云终端。
该装置应用于用户终端，通过将接收到的短信的发送方电话号码与预定(如通信薄中)的电话号码进行比对，判断是否为未知电话号码，并在确认其为未知电话号码后，向云终端发起查询。云终端在与第一终端基于eSIM关联的终端中进行查询，并将查询结果反馈给第一终端。第一终端最 终根据反馈的结果确定接收到的短信是伪基站短信时，生成告警信息，向用户发出风险提醒，保障了用户信息、财产安全。利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，识别准确性更高，且不易失效。
需要说明的是，该装置是应用上述适用于用户终端的短信识别方法的装置，上述适用于用户终端的短信识别方法的实施例的实现方式适用于该装置，也能达到相同的技术效果。
本发明实施例还提供一种短信识别系统，包括如上所述的应用于云终端的短信识别装置，以及如上所述的应用于用户终端的短信识别装置。
该系统中，第一终端会通过将接收到的短信的发送方电话号码与通信薄中的电话号码进行比对，判断是否为未知电话号码，并在确认其为未知电话号码后，向云终端发起查询。云终端在与第一终端基于eSIM关联的终端中进行查询，并将查询结果反馈给第一终端。第一终端最终根据反馈的结果确定接收到的短信是伪基站短信时，生成告警信息，向用户发出风险提醒，保障了用户信息、财产安全。利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，识别准确性更高，且不易失效。
需要说明的是，该系统是包括上述应用于云终端的短信识别装置和应用于用户终端的短信识别装置，上述应用于云终端的短信识别方法和应用于用户终端的短信识别方法的实施例的实现方式适用于该系统，也能达到相同的技术效果。
进一步需要说明的是，此说明书中所描述的用户终端包括但不限于智能手机、平板电脑等，且所描述的许多功能部件都被称为模块，以便更加特别地强调其实现方式的独立性。
本发明实施例所记载的技术方案之间，在不冲突的情况下，可以任意 组合。
本领域内的技术人员应明白，本发明的实施例可提供为方法、系统、或计算机程序产品。因此，本发明可采用硬件实施例、软件实施例、或结合软件和硬件方面的实施例的形式。而且，本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器和光学存储器等)上实施的计算机程序产品的形式。
本发明是参照根据本发明实施例的方法、设备(系统)、和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器，使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中，使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品，该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上，使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理，从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。
以上所述是本发明的优选实施方式，应当指出，对于本技术领域的普通技术人员来说，在不脱离本发明所述原理的前提下，还可以作出若干改 进和润饰，这些改进和润饰也应视为本发明的保护范围。
工业实用性
本发明实施例所述短信识别方法，通过接收第一终端根据未知电话号码发送的第一短信生成并发送的待查询信息，向与该第一终端基于eSIM关联的第二终端发送查询请求，使得该第二终端(一个或多个用户终端)查询确认该未知电话号码是否为伪基站号码，然后，接收该第二终端在查询后生成并反馈的查询结果，并将该查询结果发送给第一终端。本发明实施例利用多个eSIM组网条件下用户终端信息共享，以及伪基站短信经群发具有共性的特点，对第一终端接收到的未知电话号码发送的第一短信进行识别，从而在第一短信为伪基站短信时，能够向用户进行告警，保障用户的信息、财产安全，识别准确性更高，且不易失效。

Claims (17)

  1. 一种短信识别方法，应用于云终端，包括：
    接收第一终端发送的待查询信息；所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；
    根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求；
    接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端，以使所述第一终端根据所述第一查询结果识别出伪基站短信。
  2. 根据权利要求1所述的短信识别方法，其中，根据所述待查询信息，向与所述第一终端基于可重复编程SIM卡关联的第二终端发送第一查询请求的步骤包括：
    根据所述未知电话号码，向与所述第一终端基于可重复编程SIM卡关联的第二终端发送第二查询请求；
    接收所述第二终端根据所述第二查询请求反馈的第二查询结果，所述第二查询结果指示对应终端是否接收到所述未知电话号码发送的短信；
    根据所述第二查询结果以及所述第一短信的内容，向第三终端发送第三查询请求，所述第三终端为所述第二终端中接收到所述未知电话号码发送的第二短信的终端。
  3. 根据权利要求2所述的短信识别方法，其中，在根据所述第二查询结果以及所述第一短信的内容，向接收到所述未知电话号码发送的第二短信的第三终端发送第三查询请求的步骤之前，还包括：
    发送所述第二查询结果至所述第一终端；
    接收所述第一终端发送的第一短信的内容；其中，所述第一短信的内容是所述第一终端在根据接收到的第二查询结果，确定所述第二终端中存 在所述第三终端后发送的。
  4. 根据权利要求2所述的短信识别方法，其中，接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端的步骤，包括：
    接收所述第三终端根据所述第三查询请求反馈的第三查询结果，所述第三查询结果指示所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值；
    将所述第三查询结果发送至所述第一终端。
  5. 一种短信识别方法，应用于用户终端，包括：
    在第一终端接收到第一短信时，将所述第一短信发送方的电话号码与预定的电话号码进行比对；
    当比对后所述第一短信发送方的电话号码为未知电话号码时，生成待查询信息，并发送至云终端；
    在所述云终端根据所述待查询信息，发送第一查询请求至与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端之后，接收所述云终端发送的所述第二终端反馈的第一查询结果；
    在确定所述第一查询结果大于或等于预设阈值时，生成告警信息，所述第一查询结果是指所述第二终端中接收到的所述未知电话号码发送的第二短信与所述第一短信的内容匹配程度。
  6. 根据权利要求5所述的短信识别方法，其中，在接收所述云终端根据所述待查询信息反馈的第一查询结果的步骤之前，还包括：
    接收所述云终端根据所述未知电话号码反馈的第二查询结果；
    在根据所述第二查询结果，确定所述第二终端中存在第三终端之后，发送所述第一短信的内容至所述云终端；其中，所述第三终端为接收到所述未知电话号码发送的第二短信的终端；所述云终端根据所述第一短信的 内容，查询所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值。
  7. 根据权利要求5所述的短信识别方法，其中，还包括：
    在接收到云终端发送的第四查询请求后，根据所述第四查询请求，查询是否接收到所述第四查询请求的未知电话号码发送的第三短信，以及若接收到所述第三短信，所述第三短信与所述第四查询请求的第四短信的内容匹配度是否大于或等于预设阈值；
    反馈所述第四查询请求对应的第四查询结果至所述云终端。
  8. 一种短信识别装置，应用于云终端，包括：
    第一接收模块，配置为接收第一终端发送的待查询信息；所述待查询信息是所述第一终端根据接收到的未知电话号码发送的第一短信生成的；
    第一处理模块，配置为根据所述待查询信息，向与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端发送第一查询请求；
    第二接收模块，配置为接收所述第二终端根据所述第一查询请求反馈的第一查询结果，并将所述第一查询结果发送给所述第一终端，以使所述第一终端根据所述第一查询结果识别出伪基站短信。
  9. 根据权利要求8所述的短信识别装置，其中，所述第一处理模块包括：
    第一发送子模块，配置为根据所述未知电话号码，向与所述第一终端基于可重复编程SIM卡关联的所有终端发送第二查询请求；
    第一接收子模块，配置为接收所述第二终端根据所述第二查询请求反馈的第二查询结果，所述第二查询结果指示对应终端是否接收到所述未知电话号码发送的短信；
    第二发送子模块，配置为根据所述第二查询结果以及所述第一短信的内容，向第三终端发送第三查询请求，所述第三终端为所述第二终端中接 收到所述未知电话号码发送的第二短信的终端。
  10. 根据权利要求9所述的短信识别装置，其中，所述第一处理模块还包括：
    第三发送子模块，配置为在向接收到所述未知电话号码发送的第二短信的第三终端发送第三查询请求之前，发送所述第二查询结果至所述第一终端；
    第二接收子模块，配置为接收所述第一终端发送的第一短信的内容；其中，所述第一短信的内容是所述第一终端在根据接收到的第一查询结果，确定所述第二终端中存在所述第三终端后发送的。
  11. 根据权利要求9所述的短信识别装置，其中，所述第二接收模块包括：
    第三接收子模块，配置为接收所述第三终端根据所述第三查询请求反馈的第三查询结果，所述第三查询结果指示所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值；
    第四发送子模块，配置为将所述第三查询结果发送至所述第一终端。
  12. 一种短信识别装置，应用于用户终端，包括：
    比对模块，配置为在第一终端接收到第一短信时，将所述第一短信发送方的电话号码与预定的电话号码进行比对；
    第二处理模块，配置为当比对后所述第一短信发送方的电话号码为未知电话号码时，生成待查询信息，并发送至云终端；
    第三接收模块，配置为在所述云终端根据所述待查询信息，发送第一查询请求至与所述第一终端基于可重复编程用户识别模块SIM卡关联的第二终端之后，接收所述云终端发送的所述第二终端反馈的第一查询结果；
    告警模块，配置为在确定所述第一查询结果大于或等于预设阈值时，生成告警信息，所述第一查询结果是指所述第二终端中接收到的所述未知 电话号码发送的第二短信与所述第一短信的内容匹配程度。
  13. 根据权利要求12所述的短信识别装置，其中，还包括：
    第四接收模块，配置为在接收所述云终端根据所述待查询信息反馈的第一查询结果之前，接收所述云终端根据所述未知电话号码反馈的第二查询结果；
    第三处理模块，配置为在根据所述第二查询结果，确定所述第二终端中存在第三终端之后，发送所述第一短信的内容至所述云终端；其中，所述第三终端为接收到所述未知电话号码发送的第二短信的终端；所述云终端根据所述第一短信的内容，查询所述第二短信与所述第一短信的内容匹配度是否大于或等于预设阈值。
  14. 根据权利要求12所述的短信识别装置，其中，还包括：
    第三处理模块，配置为在接收到云终端发送的第四查询请求后，根据所述第四查询请求，查询是否接收到所述第四查询请求的未知电话号码发送的第三短信，以及若接收到所述第三短信，所述第三短信与所述第四查询请求的第四短信的内容匹配度是否大于或等于预设阈值；
    发送模块，配置为反馈所述第四查询请求对应的第四查询结果至所述云终端。
  15. 一种短信识别系统，包括如权利要求8至11任一项所述的短信识别装置，以及如权利要求12至14任一项所述的短信识别装置。
  16. 一种计算机存储介质，所述计算机存储介质中存储有计算机可执行指令，所述计算机可执行指令用于执行权利要求1至4任一项所述的短信识别方法。
  17. 一种计算机存储介质，所述计算机存储介质中存储有计算机可执行指令，所述计算机可执行指令用于执行权利要求5至7任一项所述的短信识别方法。
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