CN101790142A - Method and system for identifying spam message sources by combining message contents and transmission frequency - Google Patents
Method and system for identifying spam message sources by combining message contents and transmission frequency Download PDFInfo
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Abstract
The invention discloses a system and a method for identifying spam message sources by combining message contents and transmission frequency. The system comprises a parameter configuration interface module, a real-time acquisition and interception module, a service module and a management module, wherein the real-time acquisition and interception module acquires all messages, transmits the messages to the service module and receives interception information transmitted by the management module; the service module receives the parameter configuration transmitted by the management module, counts the messages of a user, identifies the message sources reaching a preset threshold and transmits all information of the message sources exceeding the threshold to the management module; and the management module receives and records the threshold exceeding information transmitted by the service module and transmits the interception information to the real-time acquisition and interception module. In the method, content characteristic values are calculated according to the contents, the messages having the same contents of the message sources are counted according to the characteristic values, only messages which are sent by the message sources and of which the contents meet characteristic value discovering conditions are intercepted, the characteristic values intercepted at the same time are counted and message sources meeting a blacklist condition are recorded in the blacklist. The system and the method can improve the spam message identification rate and lower spam message interception error rate.
Description
Technical field
The present invention relates to field of telecommunications, the monitoring that relates in particular to refuse messages is administered, and adopts on the pure frequency and the keyword basis in conjunction with short message content and the System and method for that sends frequency identification refuse messages source.
Background technology
SMS (Short Message Service) is as a kind of basic service of mobile communications network, and when convenient message communicating service was provided for the user, also the propagation for garbage information provided channel.And rubbish short message has the trend that grows in intensity, and refuse messages not only brings the harmful effect of customer complaint, also has the malicious owing fee problem, therefore need monitor interception in real time to refuse messages.
The transmission feature of refuse messages has:
1, number of words is more;
2, content repeats;
3, the transmission frequency is higher.
The means that current refuse messages message sources is found are mostly based on pure frequency statistics and keyword interception, rule is simpler, found out wherein rule by the sender of refuse messages easily, adopt the mode of the refuse messages of slow transmission different content then can evade existing refuse messages identification and intercepting system.Therefore prior art need be further perfect, identifies this kind message sources, limits this message sources and send note.
Summary of the invention
The objective of the invention is to overcome the defective of prior art, and provide a kind of in conjunction with short message content and the System and method for that sends frequency identification refuse messages source, it can the degree of depth identification refuse messages user, improve identification refuse messages source range, improve refuse messages user's recognition accuracy, effectively reduce the leakage of refuse messages and block quantity.
The technical scheme that realizes above-mentioned purpose is:
A kind of system in conjunction with short message content and transmission frequency identification refuse messages source of one of the present invention wherein, comprises interface configurations module, business module, administration module and gathers blocking module in real time, wherein:
Described interface configurations module is configured parameter, and this parameter configuration is sent to described administration module, and the parameter that is disposed comprises characteristic value, characteristic value discovery condition and the blacklist condition of note;
Described characteristic value is that different content has different numerical value through the numerical value behind the calculating short message content, increases this characteristic value in every note attribute;
Described characteristic value discovery condition is that the note quantity with same characteristic features value that message sources sends in time range exceeds when preestablishing max-thresholds, then tackles the note that meets this characteristic value of this message sources;
When described blacklist condition finds that for message sources in the time range of setting reaches characteristic value the different characteristic value number of condition surpasses this max-thresholds, judge that this message sources is the refuse messages number, tackle all notes of this user;
Described administration module comprises a database, and the parameter configuration of this administration module reception interface configuration module is saved in this information in the described database, and this parameter configuration arrives described business module synchronously; It receives the message sources of business module and the information that transfinites of characteristic value simultaneously, be saved in database and corresponding message sources and characteristic value intercept information are sent to described real-time collection blocking module, by the note of real-time collection blocking module interception message sources and characteristic value pairing; Described administration module judges further whether the characteristic value number of message sources reaches the blacklist max-thresholds, if reach this threshold value, then changing this message sources is blacklist, and is synchronized to described real-time collection blocking module;
Described business module receives gathers the note that blocking module collects in real time, and it is added up, calculate its characteristic of correspondence value according to short message content, judge according to the combination of message sources and characteristic value whether message sources reaches characteristic value and find condition, and this information is sent to described administration module as the information of transfiniting;
The note that described real-time collection blocking module collection is sent through all message sources of system, and according to the intercept information that receives from described administration module note is tackled.
The above-mentioned system in conjunction with short message content and transmission frequency identification refuse messages source, wherein, described business module comprises that one is used for the note memory database of note real time business statistics.
Above-mentioned in conjunction with short message content with send the system in frequency identification refuse messages source, wherein, the database in the described administration module is used to write down the parameter and the interception note of message sources and characteristic value, configuration.
Above-mentioned system in conjunction with short message content and transmission frequency identification refuse messages source, wherein, described real-time collection blocking module comprises a memory database, this memory database is used to write down message sources attribute and characteristic value.
The above-mentioned system in conjunction with short message content and transmission frequency identification refuse messages source, wherein, the information of transfiniting that described business module sends to administration module includes time, calling number and the characteristic value attribute thereof that the record message sources sends note.
The present invention two a kind of in conjunction with short message content with send the method in frequency identification refuse messages source, wherein:
Every note that the record message sources sends in the time range of setting increases the short message content characteristic value in every note attribute;
Set characteristic value and find condition, this characteristic value discovery condition is the max-thresholds of the note quantity with same characteristic features value that sends in time range of message sources, when the note quantity with same characteristic features value of message sources transmission in the time range of setting exceeds this max-thresholds, the note that meets this characteristic value of tackling this message sources;
Set the blacklist condition, promptly message sources reaches the max-thresholds that characteristic value is found the different characteristic value number of condition in the time range of setting, when the number of the different characteristic value that is blocked when message sources in the time range of setting surpasses this max-thresholds, judge that this message sources is the refuse messages number, tackle all notes of this user.
The above-mentioned method in conjunction with short message content and transmission frequency identification refuse messages source wherein, comprises the following steps:
Step S0. sets characteristic value, promptly increases the short message content characteristic value in every note attribute;
Step S1. sets characteristic value and finds condition A, promptly sets message sources sends the number of the note with same characteristic value in time period P max-thresholds M1, and wherein, P is a positive number, and M1 is a positive integer;
Step S2. sets blacklist condition B, promptly sets message sources and reach the max-thresholds M2 that characteristic value is found the different characteristic value number of condition A in time range, and wherein, M2 is a positive integer;
Step S3. receives note;
Step S4. is according to the short message content computation of characteristic values;
Step S5. deposits the note formation in, and the time, calling number and the characteristic value thereof that promptly write down message sources transmission note place a note formation;
Step S6. judges whether the characteristic value of this number has reached characteristic value in time period P and finds condition A, and whether the number of promptly judging the note with same characteristic value of this number in time period P has reached characteristic value is found max-thresholds M1 among the condition A,
If do not reach max-thresholds M1, then remove the expired note of this message sources, keep the note in the fixed time section, write down the time and the characteristic value of every note, and return step S3, continue monitoring;
If reach max-thresholds M1, then remove the expired note of this message sources, tackle the note that this message sources meets this characteristic value, enter step S7 then;
Step S7. judges whether the characteristic value of this number reaches blacklist condition B, and whether the different characteristic value number that promptly reaches max-thresholds M1 among the determining step S6 has reached the max-thresholds M2 among the blacklist condition B,
If do not reach max-thresholds M2, then this message sources does not pipe off, and only tackles this message sources and meets the note that characteristic value is found condition A, forwards step S8 then to;
If reach max-thresholds M2, then enter step S9;
Step S8. increases the related of message sources and characteristic value, tackles that this message sources reaches max-thresholds M1 but the note that do not reach the characteristic value of max-thresholds M2 is returned step S3 then;
This number of step S9. is the refuse messages number, lists this message sources in the refuse messages message sources, enters blacklist;
All notes of message sources among the step S10. interception step S9.
The above-mentioned method in conjunction with short message content and transmission frequency identification refuse messages source, wherein, among the step S0, when setting characteristic value, the characteristic value that the different content of each note is corresponding different during computation of characteristic values, adopts the MD5 algorithm.
The above-mentioned method in conjunction with short message content and transmission frequency identification refuse messages source, wherein, among the step S5, in the described note formation, different message sources places different note formations.
The invention has the beneficial effects as follows: the present invention calculates content characteristic values according to content, note quantity according to characteristic value statistics message sources identical content, improved the statistical efficiency of system, the content of only tackling the message sources transmission reaches the note that characteristic value is found condition, and then the number of the statistics message sources characteristic value of tackling simultaneously, reach then piping off of blacklist condition.By the method, can discern and tackle the note that meets characteristic value that sends the identical message sources of short message content, do not tackle the note that does not reach characteristic value discovery condition, the note of just all tackling message sources when having only the characteristic value of tackling simultaneously to exceed threshold value.The user can not list the refuse messages user in as just sending a large amount of identical content notes once in a while, has avoided wrong normal message sources is listed in the refuse messages message sources.
Description of drawings
Fig. 1 be one of the present invention in conjunction with short message content and send the structural representation of the system in frequency identification refuse messages source;
Fig. 2 is the workflow diagram of the present invention's a embodiment of two;
Fig. 3 is the note formation schematic diagram of the present invention's two meaningful characteristic value;
Fig. 4 is the present invention's two an intercepted content characteristic value formation schematic diagram.
Embodiment
The invention will be further described below in conjunction with accompanying drawing.
See also Fig. 1, there is shown a kind of system of one of the present invention, comprise interface configurations module 1, business module 2, administration module 3 and gather blocking module 4 in real time in conjunction with short message content and transmission frequency identification refuse messages source, wherein:
1 pair of parameter of interface configurations module is configured, and this parameter configuration is sent to administration module 3, and the parameter that is disposed comprises characteristic value, characteristic value discovery condition and the blacklist condition of note;
Characteristic value is that different content has different numerical value through the numerical value behind the calculating short message content, increases this characteristic value in every note attribute;
Characteristic value discovery condition is that the note quantity with same characteristic features value that message sources sends in time range exceeds when preestablishing max-thresholds, then tackles the note that meets this characteristic value of this message sources;
When the blacklist condition finds that for message sources in the time range of setting reaches characteristic value the different characteristic value number of condition surpasses this max-thresholds, judge that this message sources is the refuse messages number, tackle all notes of this user;
Administration module 3 comprises a database 31, and the parameter configuration of these administration module 3 reception interface configuration modules 1 is saved in this information in the database 31, and this parameter configuration is synchronized to business module 2; Simultaneously administration module 3 receives the message sources of business modules 2 and the characteristic value information that transfinites, be saved in database 31, and the intercept information of corresponding message sources and characteristic value is synchronized to real-time collection blocking module 4, by the note of gathering blocking module 4 interception message sources and characteristic value pairing; Administration module 3 further judges whether the characteristic value number of message sources reaches the blacklist max-thresholds, if reach this threshold value, then changing this message sources is blacklist, and is synchronized in the real-time collection blocking module 4, gathers the note that the follow-up message sources of blocking module 4 interceptions sends in real time; Database 31 in the administration module 3 is used to write down the parameter and the interception note of message sources and characteristic value, configuration;
Business module 2 receives to be gathered note that blocking module 4 collects in real time and it is added up, calculate its characteristic of correspondence value according to short message content, judge according to the combination of message sources and characteristic value whether message sources reaches characteristic value and find condition, and this information sent to administration module 3 as the information of transfiniting, the information of transfiniting that business module 2 sends to administration module 3 includes time, calling number and the characteristic value attribute thereof that the record message sources sends note, and business module 2 comprises that one is used for the note memory database 21 of note real time business statistics;
Gather blocking module 4 in real time and gather the note that all message sources of process system send, and note is tackled according to the intercept information that receives from administration module 3, should gather blocking module 4 in real time and comprise a memory database 41, this memory database is used to write down message sources attribute and characteristic value.
The present invention two a kind of in conjunction with short message content with send the method in frequency identification refuse messages source, comprising:
Every note that the record message sources sends in the time range of setting increases the short message content characteristic value in every note attribute, calculate its characteristic value according to short message content;
Set characteristic value and find condition, this characteristic value discovery condition is the max-thresholds of the note quantity with same characteristic features value that sends in time range of message sources, when the note quantity with same characteristic features value of message sources transmission in the time range of setting exceeds this max-thresholds, identify information such as user's message sources and characteristic value attribute, the note that meets this characteristic value of tackling this message sources;
Set the blacklist condition, promptly message sources reaches the max-thresholds that characteristic value is found the different characteristic value number of condition in the time range of setting, when the number of the different characteristic value that is blocked when message sources in the time range of setting surpasses this max-thresholds, judge that this message sources is the refuse messages number, tackle all notes of this user.
The invention will be further described below in conjunction with an embodiment.
See also Fig. 2, the flow chart for one embodiment of the invention may further comprise the steps:
Step S 0. sets characteristic value, promptly increases the short message content characteristic value in every note attribute, when setting characteristic value, and the characteristic value that the different content of each note is corresponding different, computational methods can adopt known MD5 algorithm;
Step S1. sets characteristic value and finds condition A, promptly sets message sources sends the number of the note with same characteristic value in time period P max-thresholds M1, and wherein, P is a positive number, and M1 is a positive integer, and M1 is 10 same characteristic value/skies in the present embodiment;
Step S2. sets blacklist condition B, promptly sets message sources and reach the max-thresholds M2 that characteristic value is found the different characteristic value number of condition A in time range, wherein, M2 is a positive integer, in the present embodiment, M2 is 3, and promptly simultaneous three characteristic values then transfer blacklist to;
Step S3. receives note;
Step S4. is according to the short message content computation of characteristic values;
Step S5. deposits the note formation in, and the time, calling number and the characteristic value thereof that promptly write down message sources transmission note place a note formation, and in the note formation, different message sources places different note formations;
Step S6. judges whether the characteristic value of this number has reached characteristic value in time period P and finds condition A, and whether the number of promptly judging the note with same characteristic value of this number in time period P has reached characteristic value is found max-thresholds M1 among the condition A,
If do not reach max-thresholds M1, then remove the expired note of this message sources, keep the note in the fixed time section, write down the time and the characteristic value of every note, and return step S3, continue monitoring;
If reach max-thresholds M1, then remove the expired note of this message sources, tackle the note that this message sources meets this characteristic value, enter step S7 then;
Step S7. judges whether the characteristic value of this number reaches blacklist condition B, and whether the different characteristic value number that promptly reaches max-thresholds M1 among the determining step S6 has reached the max-thresholds M2 among the blacklist condition B,
If do not reach max-thresholds M2, then this message sources does not pipe off, and only tackles this message sources and meets the note that characteristic value is found condition A, forwards step S8 then to;
If reach max-thresholds M2, then enter step S9;
Step S8. increases the related of message sources and characteristic value, tackles that this message sources reaches max-thresholds M1 but the note that do not reach the characteristic value of max-thresholds M2 is returned step S3 then;
This number of step S9. is the refuse messages number, lists this message sources in the refuse messages message sources, enters blacklist;
All notes of message sources among the step S10. interception step S9.
See also Fig. 3, the note formation schematic diagram of the meaningful characteristic value of the present invention's a embodiment of two, it is adopting content characteristic values, calculates the frequency of short message content, exceeds the message sources of this characteristic value frequency.In the accompanying drawing 3, it is as follows that the characteristic value of short message content is provided with example:
A 1bb5197c2fcc7c46f148619e40bb9a4a: congratulate! Your Fetion number of the account has been extracted to the hit lucky second prize of " very 6+1 " column Li Yong egg drop activity, please land movable net
Http:// fetiorn.com.cnCheck and accept kindly remember it your identifying code 1688;
32dec99fcc830c0d7dc6896eb7bd8b4d: you are good for distinguished user! According to telephone expenses amount investigation in October, you will obtain the meeting of 50 yuan of telephone expenses award machines, dial 1259042982 and can get after 6 minutes by 2 keys.
The duplicate contents characteristic value is 1bb5197c2fcc7c46f148619e40bb9a4a and 32dec99fcc830c0d7dc6896eb7bd8b4d in the note that caller message sources 8613988888888 sends, and system's interception caller message sources 8613988888888 meets the note of this characteristic value.
See also Fig. 4, the present invention's two intercepted content characteristic value formation schematic diagram, the interception characteristic value number of the caller message sources in the accompanying drawing 4 is 3, has reached the blacklist condition, all short message contents of system's interception caller message sources.
The present invention can be applicable to the note optimization system, has adopted this method, proves feasiblely effectively to have reduced the elam error rate of refuse messages, has improved the range of refuse messages source identification.
Below embodiment has been described in detail the present invention in conjunction with the accompanying drawings, and those skilled in the art can make the many variations example to the present invention according to the above description.Thereby some details among the embodiment should not constitute limitation of the invention, and the scope that the present invention will define with appended claims is as protection scope of the present invention.
Claims (9)
1. the system in conjunction with short message content and transmission frequency identification refuse messages source is characterized in that, comprise interface configurations module, business module, administration module and gather blocking module in real time, wherein:
Described interface configurations module is configured parameter, and this parameter configuration is sent to described administration module, and the parameter that is disposed comprises characteristic value, characteristic value discovery condition and the blacklist condition of note;
Described characteristic value is that different content has different numerical value through the numerical value behind the calculating short message content, increases this characteristic value in every note attribute;
Described characteristic value discovery condition is that the note quantity with same characteristic features value that message sources sends in time range exceeds when preestablishing max-thresholds, then tackles the note that meets this characteristic value of this message sources;
When described blacklist condition finds that for message sources in the time range of setting reaches characteristic value the different characteristic value number of condition surpasses this max-thresholds, judge that this message sources is the refuse messages number, tackle all notes of this user;
Described administration module comprises a database, and the parameter configuration of this administration module reception interface configuration module is saved in this information in the described database, and this parameter configuration arrives described business module synchronously; It receives the message sources of business module and the information that transfinites of characteristic value simultaneously, be saved in database and corresponding message sources and characteristic value intercept information are sent to described real-time collection blocking module, by the note of real-time collection blocking module interception message sources and characteristic value pairing; Described administration module judges further whether the characteristic value number of message sources reaches the blacklist max-thresholds, if reach this threshold value, then changing this message sources is blacklist, and is synchronized to described real-time collection blocking module;
Described business module receives gathers the note that blocking module collects in real time, and it is added up, calculate its characteristic of correspondence value according to short message content, judge according to the combination of message sources and characteristic value whether message sources reaches characteristic value and find condition, and this information is sent to described administration module as the information of transfiniting;
The note that described real-time collection blocking module collection is sent through all message sources of system, and according to the intercept information that receives from described administration module note is tackled.
2. the system in conjunction with short message content and transmission frequency identification refuse messages source according to claim 1 is characterized in that described business module comprises that one is used for the note memory database of note real time business statistics.
3. according to claim 1 in conjunction with short message content with send the system in frequency identification refuse messages source, it is characterized in that the database in the described administration module is used to write down the parameter and the interception note of message sources and characteristic value, configuration.
4. the system in conjunction with short message content and transmission frequency identification refuse messages source according to claim 1 is characterized in that described real-time collection blocking module comprises a memory database, and this memory database is used to write down message sources attribute and characteristic value.
5. the system in conjunction with short message content and transmission frequency identification refuse messages source according to claim 1, it is characterized in that the information of transfiniting that described business module sends to administration module includes time, calling number and the characteristic value attribute thereof that the record message sources sends note.
6. one kind in conjunction with short message content with send the method in frequency identification refuse messages source, it is characterized in that:
Every note that the record message sources sends in the time range of setting increases the short message content characteristic value in every note attribute;
Set characteristic value and find condition, this characteristic value discovery condition is the max-thresholds of the note quantity with same characteristic features value that sends in time range of message sources, when the note quantity with same characteristic features value of message sources transmission in the time range of setting exceeds this max-thresholds, the note that meets this characteristic value of tackling this message sources;
Set the blacklist condition, promptly message sources reaches the max-thresholds that characteristic value is found the different characteristic value number of condition in the time range of setting, when the number of the different characteristic value that is blocked when message sources in the time range of setting surpasses this max-thresholds, judge that this message sources is the refuse messages number, tackle all notes of this user.
7. the method in conjunction with short message content and transmission frequency identification refuse messages source according to claim 6 is characterized in that, comprises the following steps:
Step S0. sets characteristic value, promptly increases the short message content characteristic value in every note attribute;
Step S1. sets characteristic value and finds condition A, promptly sets message sources sends the number of the note with same characteristic value in time period P max-thresholds M1, and wherein, P is a positive number, and M1 is a positive integer;
Step S2. sets blacklist condition B, promptly sets message sources and reach the max-thresholds M2 that characteristic value is found the different characteristic value number of condition A in time range, and wherein, M2 is a positive integer;
Step S3. receives note;
Step S4. is according to the short message content computation of characteristic values;
Step S5. deposits the note formation in, and the time, calling number and the characteristic value thereof that promptly write down message sources transmission note place a note formation;
Step S6. judges whether the characteristic value of this number has reached characteristic value in time period P and finds condition A, and whether the number of promptly judging the note with same characteristic value of this number in time period P has reached characteristic value is found max-thresholds M1 among the condition A,
If do not reach max-thresholds M1, then remove the expired note of this message sources, keep the note in the fixed time section, write down the time and the characteristic value of every note, and return step S3, continue monitoring;
If reach max-thresholds M1, then remove the expired note of this message sources, tackle the note that this message sources meets this characteristic value, enter step S7 then;
Step S7. judges whether the characteristic value of this number reaches blacklist condition B, and whether the different characteristic value number that promptly reaches max-thresholds M1 among the determining step S6 has reached the max-thresholds M2 among the blacklist condition B,
If do not reach max-thresholds M2, then this message sources does not pipe off, and only tackles this message sources and meets the note that characteristic value is found condition A, forwards step S8 then to;
If reach max-thresholds M2, then enter step S9;
Step S8. increases the related of message sources and characteristic value, tackles that this message sources reaches max-thresholds M1 but the note that do not reach the characteristic value of max-thresholds M2 is returned step S3 then;
This number of step S9. is the refuse messages number, lists this message sources in the refuse messages message sources, enters blacklist;
All notes of message sources among the step S10. interception step S9.
8. the method in conjunction with short message content and transmission frequency identification refuse messages source according to claim 7 is characterized in that among the step S0, when setting characteristic value, the characteristic value that the different content of each note is corresponding different during computation of characteristic values, adopts the MD5 algorithm.
9. the method in conjunction with short message content and transmission frequency identification refuse messages source according to claim 7 is characterized in that among the step S5, in the described note formation, different message sources places different note formations.
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| CN115412850A (en) * | 2022-08-18 | 2022-11-29 | 南京鼎山信息科技有限公司 | Short message management and control service system and method based on 5G communication |
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