CN101888445A - Integrated method for filtering short message by introducing query software - Google Patents
Integrated method for filtering short message by introducing query software Download PDFInfo
- Publication number
- CN101888445A CN101888445A CN201010162212.1A CN201010162212A CN101888445A CN 101888445 A CN101888445 A CN 101888445A CN 201010162212 A CN201010162212 A CN 201010162212A CN 101888445 A CN101888445 A CN 101888445A
- Authority
- CN
- China
- Prior art keywords
- short message
- note
- ownership place
- list
- filtering
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Abstract
The invention relates to an integrated method for filtering a short message by introducing query software, which realizes an integrated multi-filtration mechanism by introducing a concept of identifying the short message based on the query software and combining the advantages of conventional technological means. In the method, a sensitive word identification range can be efficiently enlarged by replacing the keyword query part with pinyin; the pertinence is higher by setting a black list and a white list; and the introduced query software can further identify the property of the short message by analyzing the source of the short message. The novel and integrated method improves the accuracy of identifying spam short messages, reduces the error deletion rate, and has the advantages of simple and easy operation and capacity of enlarging the identification range by querying the source of the short message and dividing numbers according to regional groups.
Description
Technical field
The present invention is a kind of employing based on keyword, address list and the general frame that combines based on three layers of mechanism of query software, the multiple refuse messages detection means that adopts, can improve the accuracy that refuse messages is judged effectively, reduce rate of accidental deletion, improve the success rate of SMS interception to a certain extent, belonged to the technical field of information of mobile terminal safety.
Background technology
Along with a large amount of surges of Chinese cellphone subscriber, the SMS business also relies on advantages such as its low price, transmitting-receiving whenever and wherever possible to obtain quick, large-area popularizing.Meanwhile, " the short breath of the rubbish " problem that thereupon causes also grows in intensity.
The rampant present situation of refuse messages not only seriously perplexs cellphone subscriber's life, simultaneously also can cause a series of social concerns, as utilizes note to spread rumors, stir up trouble etc.Therefore, shield, filter out those refuse messages that allow the people detest effectively and just seem especially have realistic meaning.
Up to the present, the research of filtering junk short messages has certain history, has also proposed various technical schemes.Such as " keyword coupling ", " based on cell phone address book ", " based on users to trust degree sampling " or the like, and reached certain effect.But statistics is found by inquiry, and single technical scheme is always propagated to refuse messages and left opportunity owing to there is the technological deficiency that can not evade, has also therefore reduced the Expected Results of technical scheme.
The present invention proposes a kind of new technical scheme.This scheme has adopted some saving graces of conventional solution, and introduces the conception of " based on the inquiry of mobile phone ownership place " first, when promoting the filtering junk short messages effect, also has simple and easy, practical characteristics.
Prior art scheme and defective thereof
1. based on the strobe utility of keyword
This scheme discloses a kind of method of mobile phone SMS filtering, it is characterized in that the user filters the short message that receives by predefined keyword.Comprise the following steps: that mainly (1) user preestablishes the keyword of the short message that needs filtration; (2) the mobile phone protocol layer receives the SMS-DELIVER packet that short message service center sends; (3) data content of the SMS-DELIVER that receives of mobile phone application layer analysis judges whether to contain default keyword; (4), then abandon this short message and reply corresponding signal indication to network terminal if contain default keyword; (5) otherwise normally receive this short message and reply the indication of corresponding signal to network terminal.The present invention filters out those by cell phone software and contains user that the user sets keyword and do not wish the short message received, and to need not be the unnecessary expenses of these junk short message payments.The method of using the present invention to propose can make the cellphone subscriber can the free autonomous filtration of carrying out short message.
This scheme is effective to those notes that comprise " usage frequency is than higher keyword " to a certain extent.But the junk short message kind is various day by day, and keyword is provided with needs constantly accumulation.And the lawless person might adopt homophone or other close words and phrases to substitute to escape filtering junk short messages mechanism, has increased the difficulty of filtering short message on the one hand, also can reduce shield effectiveness greatly on the one hand in addition.In addition, some keyword is provided with the improper short message filtering that causes easily not exclusively or with normal short message mistake deletion.
2. based on the strobe utility of address list
This scheme is a kind of short message filter method based on cell phone address book, and described method comprises: mobile phone default setting user receives the short message that the phone number in the address list is sent; Whether mobile phone extracts the phone number of transmit leg in the short message, check in the address list to have at least a phone number identical with it; If no, check that then the user is provided with the short message of whether pointing out the phone number in address list not to send; If the user is set to prompting, then point out the user to receive or abandon this short message; If the user is set to not point out, then directly abandon this short message; If found a number identical, then check the mark that whether receives short message of this number with the transmit leg phone number; If be labeled as reception, then this short message normally is shown to the user; Otherwise mobile phone abandons this short message.
This scheme under the situation that takies less mobile phone terminal resource, makes the cellphone subscriber exempt the interference of junk short message easily, independently, effectively.But its shortcoming also clearly, promptly deletes the useful short message that some interim strangeness numbers are sent easily.
Summary of the invention
Technical problem: the purpose of this invention is to provide a kind of comprehensive method for filtering short message of introducing query software, employing is based on the multi-filtering mechanism of keyword, black and white lists and cell-phone number ownership place, can improve accuracy effectively, reduce rate of accidental deletion, adapt to the requirement of filtering short message high efficiency, accuracy.
Technical scheme: a kind of comprehensive method for filtering short message of introducing query software of the present invention is a kind of based on query software and in conjunction with the novel comprehensive architectural framework of two kinds of traditional filtering means:
Traditional filtering short message scheme based on keyword has characteristics such as simple, with strong points, and some sensitiveness vocabulary commonly used is had stronger filter effect.But because the numerous order of Chinese character is numerous, there are many close similar vocabulary, therefore are difficult to accomplish to evade one by one, miss the responsive vocabulary that does not upgrade as yet easily, reduced shield effectiveness.
Department's sample, based on the strobe utility of address list, purpose is stronger, and known malice number has been played excellent shielding effect.But powerless for those interim, malice or useful numbers, the situation that mistake is received or mistake is deleted appears easily.
The technical program keeps the advantage of technique scheme, and introduces the notion of " based on cell-phone number ownership place query software ", has accomplished good supplementary function, has improved the accuracy of filtering short message effectively.
Concrete grammar is:
1). enter mobile phone and " option is set ", select to open or close the filtering junk short messages function, after the user selected to open the filtering short message function, mobile phone terminal then can be monitored the note incoming call;
2). after opening this function, the filtering short message rule is provided with:
A) in feature database, set key vocabularies,
B) set black, white list,
C) in cell-phone number ownership place list, add the trusted user number attribution,
3). the mobile phone protocol layer receives the note transmission packet that short message service center sends, and extracts the content and also storage of the phone number that sends note that the note that receives sends packet by the mobile phone application layer;
4). keyword coupling: if coupling occurs to then being considered as refuse messages; Otherwise turn to next module to do further to analyze; This step comprises that specifically content conversion, phrase are cut apart and phonetic is replaced;
5). address list list coupling: transmit leg phone number in the short message that has extracted, check the row that whether have black, the white list in the address list; If exist, according to branch output result of determination black, white list; Otherwise be considered as suspicious short message and turn to next step;
6). mate based on ownership place: will send suspicious short message breath cell-phone number and submit to cell-phone number ownership place enquiry module, and return Query Result; For getting rid of the situation that to inquire about failure, return failure information in case inquiry is failed and this note is used as refuse messages processing and output result of determination, if successful inquiring then changes step 7) over to;
7). write down in the result who will success inquires about and the tabulation of mobile phone ownership place and check one by one, whether detection is in trusted user number attribution list; Handle the output result of determination otherwise regard refuse messages as;
8). carry out respective handling according to result of determination, the user receives when being judged to be legal information; Otherwise be refuse messages, filtration treatment.
The method of described keyword coupling is as follows:
1) extract short message content, English, digital and Chinese mixing that the note original contents is generally,
2) short message content is carried out significant phrase and cuts apart, obtain a series of significant vocabulary,
3) set according to key vocabularies, carry out phonetic and replace,
4) in cutting apart the meaningful vocabulary that obtains, whether the order matched and searched comprises the keyword of setting, obtains a result and does judgement.
The method of described address list list coupling is as follows:
1) will extract number of sender, black and white lists default in the B option address list in itself and claim 1 step 2 will be mated,
2) sequential search address list blacklist, if with a certain coupling wherein, then classify illegal note as and export result of determination; Otherwise enter 3;
3) search communication white list content, exist occurrence then to be considered as legal note; Otherwise enter 4;
4) be considered as suspicious phone number, change next step over to and inquire about its ownership place as further decision condition.
Described method based on the ownership place coupling is as follows:
1) will extract note transmit leg cell-phone number, as the query software input, inquiry obtains its ownership place;
2) ownership place of being trusted with Query Result and setting mates, and is not trusted ownership place if also do not belong to, and then is considered as illegal note, the output result of determination.
Submodule and key technology:
1. complex key word The matching analysis submodule
This analysis submodule is a first line of defence in the whole filtering short message mechanism.By carrying out vocabulary screening, and mate with default responsive vocabulary to receiving content of short message.Exist coupling to be shielded, otherwise change next module over to then being considered as refuse messages.Be mainly concerned with technology such as Chinese character syntactic analysis, phonetic replacement.
2. address list is analyzed submodule
By set black and white lists in this submodule, white list adds the trusted user number, and blacklist adds known malice number.Carry out the accuracy coupling by checking numbers, note character is carried out judged.For non-existent number in the address list, then be considered as suspicious number, enter the further analysis and judgement of next son module.
3. based on the query software submodule
This submodule carries out the ownership place inquiry to the short message number, is similar to submodule 2 parts on implementation.This module section has been realized kind of groups division effect, can effectively discern for some specific region user who changes number.
Beneficial effect: introduce the notion of carrying out note identification based on query software in the technical solution of the present invention, and, realized a kind of multi-filtering mechanism of composite type in conjunction with having utilized conventional art means advantage.Partly carry out the phonetic replacement based on keyword query and can effectively enlarge responsive vocabulary identification range; The dual setting of black and white lists, specific aim is stronger; And introduce query software by the short message source place is analyzed, can further be discerned note character.This novel, comprehensive scheme have improved the accuracy of refuse messages identification, have reduced rate of accidental deletion.
Have simple and easy maneuverability,, check numbers and carry out regional group division, enlarge the advantage of identification range by short message enquiry seedbed point.
Description of drawings
Fig. 1 is this technical scheme overall framework figure,
Fig. 2 is the concrete schematic diagram of short message analysis module,
Fig. 3 is a keyword matched sub-block schematic diagram.
Embodiment
(1) at general mobile phone module is set and increases the filtering junk short messages option, the cellphone subscriber can select whether to open the filtering short message function voluntarily.After the user selected to open the filtering short message function, mobile phone terminal then can be monitored the note incoming call.
(2) open this function after, submodule monitoring is provided with:
(a) in feature database, set responsive vocabulary
(b) set black and white lists
(c) add the trusted user number attribution in cell-phone number ownership place list.
(3) the mobile phone protocol layer receives the SMS-DELIVER packet that short message service center sends, and is extracted the content and phone number that sends note and storage of the SMS-DELIVER packet that receives by the mobile phone application layer.
(4) limited responsive keyword coupling.What deserves to be explained is, limited responsive keyword is divided into two kinds: for some phrase as " Falun Gong ", because Chinese character has complexity features, can adopt close phrases such as " sending out the wheel merit " to substitute in the refuse messages, we are referred to as " easily for keyword ", can back up its phonetic of access " falungong ", then need not to back up the matching times that access is searched with minimizing for other " plain edition keywords ".If coupling occurs to then being considered as refuse messages; Otherwise turn to next module to do next step analysis.
(5) extract transmit leg phone number in the short message, check the row that whether have the black and white lists in the address list.If exist, according to branch output result of determination black, white list; Otherwise be considered as suspicious short message and turn to next step.
(6) suspicious transmit leg cell-phone number is submitted to cell-phone number ownership place enquiry module, utilize query software search cell-phone number ownership place and return Query Result; For getting rid of the situation that may inquire about failure, return failure information in case inquiry is failed and this note is used as refuse messages processing and output result of determination, answer timely replacement cell-phone number inquiry storehouse for this reason.If successful inquiring then changes step (7) over to.
(7) write down in the result who will success inquires about and the tabulation of mobile phone ownership place and check, whether detection is in trusted user number attribution list; Handle the output result of determination otherwise regard refuse messages as.
(8) conclusion that draws of comprehensive above-mentioned query steps is carried out respective handling according to result of determination to note, and the user is received when being judged to be legal information, otherwise carries out filtration treatment.
The method of described keyword coupling is as follows:
1) extract short message content, English, digital and Chinese mixing that the note original contents is generally,
2) short message content is carried out significant phrase and cuts apart, obtain a series of significant vocabulary,
3) set according to key vocabularies, carry out phonetic and replace,
4) in cutting apart the meaningful vocabulary that obtains, whether the order matched and searched comprises the keyword of setting, obtains a result and does judgement.
The method of described address list list coupling is as follows:
1) will extract number of sender, black and white lists default in the B option address list in itself and claim 1 step 2 will be mated,
2) sequential search address list blacklist, if with a certain coupling wherein, then classify illegal note as and export result of determination; Otherwise enter 3;
3) search communication white list content, exist occurrence then to be considered as legal note; Otherwise enter 4;
4) be considered as suspicious phone number, change next step over to and inquire about its ownership place as further decision condition.
Described method based on the ownership place coupling is as follows:
1) will extract note transmit leg cell-phone number, as the query software input, inquiry obtains its ownership place;
2) ownership place of being trusted with Query Result and setting mates, and is not trusted ownership place if also do not belong to, and then is considered as illegal note, the output result of determination.
Advantage of the present invention:
1) major technique: introduce phonetic and replace notion
The problem that solves: mate with characteristic item in the feature database by the content of short message that will receive and tentatively to judge whether to be refuse messages.Carry out phonetic replacement technology for the high vocabulary of some frequency of occurrences, for example: method (fa) wheel merit=send out (fa) to take turns merit.
Technological merit: prior art lacks the notion that phonetic is replaced, and this method can effectively enlarge responsive vocabulary identification range.
2) major technique: introduce query software and carry out filtering junk short messages.
The problem that solves: by the cell-phone number query software short message seedbed point is discerned, improved the accuracy that note character is judged.For example: certain malice number, can partly carry out regional group by this submodule and divide to attempt the avoiding refuse short message testing mechanism by change number mantissa, realizes the accuracy interception.
Claims (4)
1. comprehensive method for filtering short message of introducing query software is characterized in that this method is specific as follows:
1). enter mobile phone and " option is set ", select to open or close the filtering junk short messages function, after the user selected to open the filtering short message function, mobile phone terminal then can be monitored the note incoming call;
2). after opening this function, the filtering short message rule is provided with:
A) in feature database, set key vocabularies,
B) set black, white list,
C) in cell-phone number ownership place list, add the trusted user number attribution,
3). the mobile phone protocol layer receives the note transmission packet that short message service center sends, and extracts the content and also storage of the phone number that sends note that the note that receives sends packet by the mobile phone application layer;
4). keyword coupling: if coupling occurs to then being considered as refuse messages; Otherwise turn to next module to do further to analyze; This step comprises that specifically content conversion, phrase are cut apart and phonetic is replaced;
5). address list list coupling: transmit leg phone number in the short message that has extracted, check the row that whether have black, the white list in the address list; If exist, according to branch output result of determination black, white list; Otherwise be considered as suspicious short message and turn to next step;
6). mate based on ownership place: will send suspicious short message breath cell-phone number and submit to cell-phone number ownership place enquiry module, and return Query Result; For getting rid of the situation that to inquire about failure, return failure information in case inquiry is failed and this note is used as refuse messages processing and output result of determination, if successful inquiring then changes step 7) over to;
7). write down in the result who will success inquires about and the tabulation of mobile phone ownership place and check one by one, whether detection is in trusted user number attribution list; Handle the output result of determination otherwise regard refuse messages as;
8). carry out respective handling according to result of determination, the user receives when being judged to be legal information; Otherwise be refuse messages, filtration treatment.
2. a kind of comprehensive method for filtering short message of introducing query software according to claim 1 is characterized in that the method for described keyword coupling is as follows:
1) extract short message content, English, digital and Chinese mixing that the note original contents is generally,
2) short message content is carried out significant phrase and cuts apart, obtain a series of significant vocabulary,
3) set according to key vocabularies, carry out phonetic and replace,
4) in cutting apart the meaningful vocabulary that obtains, whether the order matched and searched comprises the keyword of setting, obtains a result and does judgement.
3. a kind of comprehensive method for filtering short message of introducing query software according to claim 1 is characterized in that the method for described address list list coupling is as follows:
1) will extract number of sender, black and white lists default in the B option address list in itself and claim 1 step 2 will be mated,
2) sequential search address list blacklist, if with a certain coupling wherein, then classify illegal note as and export result of determination; Otherwise enter 3;
3) search communication white list content, exist occurrence then to be considered as legal note; Otherwise enter 4;
4) be considered as suspicious phone number, change next step over to and inquire about its ownership place as further decision condition.
4. a kind of comprehensive method for filtering short message of introducing query software according to claim 1 is characterized in that described method based on the ownership place coupling is as follows:
1) will extract note transmit leg cell-phone number, as the query software input, inquiry obtains its ownership place;
2) ownership place of being trusted with Query Result and setting mates, and is not trusted ownership place if also do not belong to, and then is considered as illegal note, the output result of determination.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201010162212.1A CN101888445A (en) | 2010-04-30 | 2010-04-30 | Integrated method for filtering short message by introducing query software |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201010162212.1A CN101888445A (en) | 2010-04-30 | 2010-04-30 | Integrated method for filtering short message by introducing query software |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN101888445A true CN101888445A (en) | 2010-11-17 |
Family
ID=43074158
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201010162212.1A Pending CN101888445A (en) | 2010-04-30 | 2010-04-30 | Integrated method for filtering short message by introducing query software |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN101888445A (en) |
Cited By (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102082876A (en) * | 2011-02-28 | 2011-06-01 | 北京飞天诚信科技有限公司 | Short message management method and device thereof |
| CN102231873A (en) * | 2011-06-22 | 2011-11-02 | 中兴通讯股份有限公司 | Method and system for monitoring garbage message and monitor processing apparatus |
| CN102316458A (en) * | 2011-09-15 | 2012-01-11 | 秦政 | The method that a kind of suspicious refuse messages is differentiated |
| CN102711112A (en) * | 2012-06-18 | 2012-10-03 | 奇智软件（北京）有限公司 | Method and device for intercepting short message |
| CN102790752A (en) * | 2011-05-20 | 2012-11-21 | 盛乐信息技术（上海）有限公司 | Fraud information filtering system and method on basis of feature identification |
| CN102801859A (en) * | 2012-08-03 | 2012-11-28 | 陈伟 | Method and device for identifying junk short message, and mobile communication terminal with device |
| CN103067610A (en) * | 2013-01-23 | 2013-04-24 | 广东欧珀移动通信有限公司 | Method and system and mobile terminal of interception of junk short message |
| WO2014019465A1 (en) * | 2012-07-30 | 2014-02-06 | 腾讯科技（深圳）有限公司 | Method, device, and storage medium for detecting abnormal message based on account attribute |
| CN103686640A (en) * | 2013-12-23 | 2014-03-26 | 中国移动通信集团宁夏有限公司 | Short message center system and operation method for supporting issuing after verification |
| CN104184653A (en) * | 2014-07-28 | 2014-12-03 | 小米科技有限责任公司 | Message filtering method and device |
| WO2014201872A1 (en) * | 2013-06-20 | 2014-12-24 | Tencent Technology (Shenzhen) Company Limited | Method and device for processing short messages |
| CN104794125A (en) * | 2014-01-20 | 2015-07-22 | 中国科学院深圳先进技术研究院 | Method and device for recognizing junk short message |
| CN105138611A (en) * | 2015-08-07 | 2015-12-09 | 北京奇虎科技有限公司 | Short message type identification method and device |
| CN105163296A (en) * | 2015-09-22 | 2015-12-16 | 电子科技大学 | Multi-dimensional spam message filtering method and system |
| CN105956180A (en) * | 2016-05-30 | 2016-09-21 | 北京京东尚科信息技术有限公司 | Sensitive word filtering method |
| CN106095747A (en) * | 2016-06-03 | 2016-11-09 | 北京工商大学 | The recognition methods of a kind of refuse messages and system |
| WO2017032173A1 (en) * | 2015-08-24 | 2017-03-02 | 深圳市中兴微电子技术有限公司 | Text message processing method and device, and storage medium |
| CN106685796A (en) * | 2016-06-29 | 2017-05-17 | 腾讯科技（深圳）有限公司 | Information identification method, device and system |
| WO2017193997A1 (en) * | 2016-05-12 | 2017-11-16 | 中兴通讯股份有限公司 | Short message filtering method and system |
| CN108038190A (en) * | 2017-12-11 | 2018-05-15 | 杭州有赞科技有限公司 | Filtering sensitive words method and system based on multilayer dictionary tree |
| CN108600972A (en) * | 2018-04-26 | 2018-09-28 | 南通大学 | SMS possession is analyzed and method for visualizing |
| CN114302351A (en) * | 2022-03-09 | 2022-04-08 | 太平金融科技服务(上海)有限公司深圳分公司 | Short message service processing method and device, computer equipment and storage medium |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101227511A (en) * | 2008-01-30 | 2008-07-23 | 中兴通讯股份有限公司 | Terminal and method for recognizing and controlling nuisance call |
| CN101304589A (en) * | 2008-04-14 | 2008-11-12 | 中国联合通信有限公司 | Method and system for monitoring and filtering garbage short message transmitted by short message gateway |
| CN101315622A (en) * | 2007-05-30 | 2008-12-03 | 香港中文大学 | System and method for detecting file similarity |
| CN101360298A (en) * | 2008-07-24 | 2009-02-04 | 中兴通讯股份有限公司 | Short message filtering method |
| CN101552838A (en) * | 2009-02-11 | 2009-10-07 | 陈通平 | Acceptance mode of mobile phone short message |
-
2010
- 2010-04-30 CN CN201010162212.1A patent/CN101888445A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101315622A (en) * | 2007-05-30 | 2008-12-03 | 香港中文大学 | System and method for detecting file similarity |
| CN101227511A (en) * | 2008-01-30 | 2008-07-23 | 中兴通讯股份有限公司 | Terminal and method for recognizing and controlling nuisance call |
| CN101304589A (en) * | 2008-04-14 | 2008-11-12 | 中国联合通信有限公司 | Method and system for monitoring and filtering garbage short message transmitted by short message gateway |
| CN101360298A (en) * | 2008-07-24 | 2009-02-04 | 中兴通讯股份有限公司 | Short message filtering method |
| CN101552838A (en) * | 2009-02-11 | 2009-10-07 | 陈通平 | Acceptance mode of mobile phone short message |
Cited By (30)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102082876A (en) * | 2011-02-28 | 2011-06-01 | 北京飞天诚信科技有限公司 | Short message management method and device thereof |
| CN102790752A (en) * | 2011-05-20 | 2012-11-21 | 盛乐信息技术（上海）有限公司 | Fraud information filtering system and method on basis of feature identification |
| WO2012174821A1 (en) * | 2011-06-22 | 2012-12-27 | 中兴通讯股份有限公司 | Method and system for monitoring spam short message and monitoring processing device |
| CN102231873A (en) * | 2011-06-22 | 2011-11-02 | 中兴通讯股份有限公司 | Method and system for monitoring garbage message and monitor processing apparatus |
| CN102316458A (en) * | 2011-09-15 | 2012-01-11 | 秦政 | The method that a kind of suspicious refuse messages is differentiated |
| CN102316458B (en) * | 2011-09-15 | 2014-11-05 | 秦政 | Method for distinguishing suspicious spam message |
| CN102711112A (en) * | 2012-06-18 | 2012-10-03 | 奇智软件（北京）有限公司 | Method and device for intercepting short message |
| WO2014019465A1 (en) * | 2012-07-30 | 2014-02-06 | 腾讯科技（深圳）有限公司 | Method, device, and storage medium for detecting abnormal message based on account attribute |
| US10200329B2 (en) | 2012-07-30 | 2019-02-05 | Tencent Technology (Shenzhen) Company Limited | Method and device for detecting abnormal message based on account attribute and storage medium |
| CN102801859B (en) * | 2012-08-03 | 2014-05-07 | 陈伟 | Method and device for identifying junk short message, and mobile communication terminal with device |
| CN102801859A (en) * | 2012-08-03 | 2012-11-28 | 陈伟 | Method and device for identifying junk short message, and mobile communication terminal with device |
| CN103067610A (en) * | 2013-01-23 | 2013-04-24 | 广东欧珀移动通信有限公司 | Method and system and mobile terminal of interception of junk short message |
| CN103067610B (en) * | 2013-01-23 | 2014-09-17 | 广东欧珀移动通信有限公司 | Method and device and mobile terminal of interception of junk short message |
| WO2014201872A1 (en) * | 2013-06-20 | 2014-12-24 | Tencent Technology (Shenzhen) Company Limited | Method and device for processing short messages |
| CN103686640A (en) * | 2013-12-23 | 2014-03-26 | 中国移动通信集团宁夏有限公司 | Short message center system and operation method for supporting issuing after verification |
| CN104794125A (en) * | 2014-01-20 | 2015-07-22 | 中国科学院深圳先进技术研究院 | Method and device for recognizing junk short message |
| CN104184653A (en) * | 2014-07-28 | 2014-12-03 | 小米科技有限责任公司 | Message filtering method and device |
| CN104184653B (en) * | 2014-07-28 | 2018-03-23 | 小米科技有限责任公司 | A kind of method and apparatus of message screening |
| CN105138611A (en) * | 2015-08-07 | 2015-12-09 | 北京奇虎科技有限公司 | Short message type identification method and device |
| WO2017032173A1 (en) * | 2015-08-24 | 2017-03-02 | 深圳市中兴微电子技术有限公司 | Text message processing method and device, and storage medium |
| CN105163296A (en) * | 2015-09-22 | 2015-12-16 | 电子科技大学 | Multi-dimensional spam message filtering method and system |
| CN107370655A (en) * | 2016-05-12 | 2017-11-21 | 中兴通讯股份有限公司 | A kind of method for filtering short message and system |
| WO2017193997A1 (en) * | 2016-05-12 | 2017-11-16 | 中兴通讯股份有限公司 | Short message filtering method and system |
| CN105956180A (en) * | 2016-05-30 | 2016-09-21 | 北京京东尚科信息技术有限公司 | Sensitive word filtering method |
| CN106095747A (en) * | 2016-06-03 | 2016-11-09 | 北京工商大学 | The recognition methods of a kind of refuse messages and system |
| CN106685796A (en) * | 2016-06-29 | 2017-05-17 | 腾讯科技（深圳）有限公司 | Information identification method, device and system |
| CN106685796B (en) * | 2016-06-29 | 2018-09-04 | 腾讯科技（深圳）有限公司 | A kind of information identifying method, device and system |
| CN108038190A (en) * | 2017-12-11 | 2018-05-15 | 杭州有赞科技有限公司 | Filtering sensitive words method and system based on multilayer dictionary tree |
| CN108600972A (en) * | 2018-04-26 | 2018-09-28 | 南通大学 | SMS possession is analyzed and method for visualizing |
| CN114302351A (en) * | 2022-03-09 | 2022-04-08 | 太平金融科技服务(上海)有限公司深圳分公司 | Short message service processing method and device, computer equipment and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN101888445A (en) | Integrated method for filtering short message by introducing query software | |
| US9521530B2 (en) | User interface and method for viewing short messages on a wireless device | |
| CN104462509A (en) | Review spam detection method and device | |
| CN103763690A (en) | Method and device for sending short messages to mobile terminal from detection fake base station | |
| CN103391547A (en) | Information processing method and terminal | |
| WO2012031531A1 (en) | Text message processing method and mobile terminal | |
| CN104615585B (en) | Handle the method and device of text message | |
| CN102088697A (en) | Method and system for processing spam | |
| US20120270520A1 (en) | Service Reminding Method, Service Reminding System and Communication System | |
| CN101909261A (en) | Method and system for monitoring spam | |
| CN101340454B (en) | Push message receiving method and mobile communication apparatus | |
| CN100589609C (en) | Method of implementing handset multimedia message firewall | |
| CN102932753A (en) | Method for intercepting spam multimedia message on link of multimedia system | |
| CN102231874A (en) | Short message processing method, device and system | |
| CN101370298B (en) | Method for improving call transfer reliability | |
| CN101909252A (en) | Method for deleting sent message | |
| US20030074414A1 (en) | Electronic mail rejecting system, method therefor, and storage medium storing control program thereof | |
| CN102711111A (en) | Intelligent firewall device and intelligent firewall method for mobile phones | |
| CN102075887A (en) | Device and method for communication terminal to remotely control short message forwarding function | |
| CN201409156Y (en) | Mobile phone with message firewall function | |
| CN106412913A (en) | Scanning analysis method and system for wireless networks | |
| KR101060122B1 (en) | Method and device for processing spam message | |
| Fan | Spam Message Recognition Based on Content | |
| CN103002424A (en) | Data processing system of short messages | |
| CN110718050A (en) | Security protection information push equipment |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C12 | Rejection of a patent application after its publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20101117 |