CN105847123A - Spam mail recognition method and device - Google Patents
Spam mail recognition method and device Download PDFInfo
- Publication number
- CN105847123A CN105847123A CN201610245545.8A CN201610245545A CN105847123A CN 105847123 A CN105847123 A CN 105847123A CN 201610245545 A CN201610245545 A CN 201610245545A CN 105847123 A CN105847123 A CN 105847123A
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- China
- Prior art keywords
- spam
- sender
- email address
- blacklist
- 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.)
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Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/21—Monitoring or handling of messages
- H04L51/212—Monitoring or handling of messages using filtering or selective blocking
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L51/00—User-to-user messaging in packet-switching networks, transmitted according to store-and-forward or real-time protocols, e.g. e-mail
- H04L51/42—Mailbox-related aspects, e.g. synchronisation of mailboxes
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/02—Network architectures or network communication protocols for network security for separating internal from external traffic, e.g. firewalls
- H04L63/0227—Filtering policies
- H04L63/0236—Filtering by address, protocol, port number or service, e.g. IP-address or URL
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D30/00—Reducing energy consumption in communication networks
- Y02D30/50—Reducing energy consumption in communication networks in wire-line communication networks, e.g. low power modes or reduced link rate
Abstract
An embodiment of the invention provides a spam mail recognition method and a spam mail recognition device. The spam mail recognition method comprises the steps of storing sender mail addresses corresponding to spam mails in a blacklist, comparing a sender mail address of a mail with the blacklist when the sender mail address of the mail is obtained, recognizing whether the mail is a spam mail, and classifying the mail to spam mails when recognizing that the mail is a spam mail, so as to distinguish the mail from other non-spam mails. Therefore, the spam mail recognition method and the spam mail recognition device bring convenience for the user to deal with mails in a targeted mode, increase working efficiency and save time.
Description
Technical field
The embodiment of the present invention belongs to communication technical field, particularly relates to a kind of spam filtering method
And device.
Background technology
Use smart mobile phone to move office at work to become more and more popular, as mobile office
Important component part, the arrangement classification of mail is even more important by the Mail Clients on mobile phone.Due to
The high speed development of the Internet, many internet, applications all can require that user uses Email Accounts to register,
After registration terminates, some internet, applications the most even can send out some spams to user every day,
Greatly have impact on user and check the efficiency of other important email, therefore filtering spam mail is critically important.
Inventor, during realizing the present invention, finds that prior art has following defects that typically
In the case of, at personal computer (Personal Computer is called for short PC) end or browser Web
End has the function of this filtering spam mail, however it is necessary that the calculating relying on background server processes, and
The Mail Clients of mobile phone seldom has the function of filtering spam mail, it is impossible to meet the demand of user.
Summary of the invention
The embodiment of the present invention provides a kind of spam filtering method and device, is used for solving existing hands
Mail Clients mail recognition function singleness on machine, it is impossible to effectively spam is filtered,
The problem that can not meet user's request.
To achieve these goals, embodiments provide a kind of spam filtering method,
Including:
Obtain sender's email address of mail；
Judge that whether described sender's email address is the outbox of spam according to the blacklist prestored
People；Wherein, described blacklist includes sender's email address that spam is corresponding；
If it is judged that be yes, described mail is referred in spam.
To achieve these goals, embodiments provide a kind of spam filtering device,
Including:
Acquisition module, for obtaining sender's email address of mail；
According to the blacklist that prestores, judge module, for judging that whether described sender's email address is
The sender of spam；Wherein, described blacklist includes sender's postal that spam is corresponding
Case address；
Classifying module, for if it is judged that be yes, is referred to described mail in spam.
The spam filtering method and device that the embodiment of the present invention provides, by depositing in blacklist
Sender's email address that storage spam is corresponding, after getting sender's email address of mail,
Sender's email address of this mail is contrasted with blacklist, identifies whether this mail is rubbish
Mail, when identifying this mail and being spam, is referred to this mail in spam, with
Distinguish other non-spam email, in order to mail can be processed by user targetedly, carries
For work efficiency, time-consuming.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of the spam filtering method of the embodiment of the present invention one；
Fig. 2 is the schematic flow sheet of the spam filtering method of the embodiment of the present invention two；
Fig. 3 is the structural representation of the spam filtering device of the embodiment of the present invention three；
Fig. 4 is the structural representation of the spam filtering device of the embodiment of the present invention four.
Detailed description of the invention
The spam filtering method and device provided the embodiment of the present invention below in conjunction with the accompanying drawings is carried out
Describe in detail.
Embodiment one
As it is shown in figure 1, the flow process signal of the spam filtering method that it is the embodiment of the present invention one
Figure.In the present embodiment, executive agent is the Mail Clients on mobile phone, this spam filtering side
Method comprises the following steps:
S101, sender's email address of acquisition mail.
When current mail sends, in mail, often carry the text of mail head and mail.Its
In, the head of mail includes the email address of sender, the email address of addressee, makes a copy for people's
The information such as the title of email address, the time that sends of mail, the reception time of mail and mail.
In the present embodiment, first receipt mail server send mail, when mail reception to after, from
This mail head extracts sender's email address of this mail.
The blacklist that S102, basis prestore judges whether described sender's email address is spam
Sender.
Wherein, described blacklist includes sender's email address that spam is corresponding.
In order to mail being identified classification, in the present embodiment, there is blacklist locally stored in advance,
In blacklist, storage has the email address of the sender being identified as spam.In the present embodiment,
The blacklist prestored be user pass through on mobile phone Mail Clients to the mail server application of far-end
, the Mail Clients on mobile phone can send blacklist request to mail server, is receiving
After this request, the Mail Clients that blacklist is handed down on mobile phone by mail server, mail client
After termination receives blacklist, blacklist is stored locally as the blacklist prestored.
After getting sender's email address of mail, make a look up at blacklist, to judge to be somebody's turn to do
Whether the sender of mail is the sender that spam is corresponding.If sender's mailbox ground of mail
Location is present in blacklist, illustrates that this mail is spam.If sender's mailbox ground of mail
Location does not exists in blacklist, illustrates that this mail is non-spam email.
If it is judged that mail is spam, then perform step 103, if it is judged that this mail is
Non-spam email, then perform step 104.
S103, mail is referred in spam.
When judging that this mail is spam, mail is referred in spam, and to this
Mail is marked, and processes further to remind user to do this mail, such as, read or
The operations such as deletion.Such as, build a file for spam, spam will be judged to
Mail is placed in this document folder, to be marked this mail.Or, by the display of this mail
Color is set to other colors to make a distinction with non-spam email, such as by the Show Color of mail
It is set to Lycoperdon polymorphum Vitt.Or the rubbish identifier of a feature is set for spam in advance, works as mail
After being identified as spam, with this rubbish this mail of marker character labelling, user sees this identifier
Can learn that this mail is spam, can ignore or delete.
S104, mail is referred in non-spam email.
In the present embodiment, after judging that mail is non-spam email, mail is referred to non-junk
In mail, it is possible to mail is marked.Such as, build a file for non-spam email,
This mail is placed in the file that non-spam email is corresponding, so that this mail is marked.Or
The Show Color of this mail is set to redness by person, to make a distinction with spam, and can be eye-catching
Show user, user can navigate to express delivery these non-spam email, it is simple to user is carried out
Read or reply etc. operates.
The spam filtering method that the embodiment of the present invention provides, by storing rubbish in blacklist
Sender's email address that mail is corresponding, after getting sender's email address of mail, should
Sender's email address of mail contrasts with blacklist, identifies whether this mail is spam,
When identifying this mail and being spam, this mail is referred in spam, to distinguish it
His non-spam email, in order to mail can be processed by user targetedly, it is provided that work
Efficiency, time-consuming.
Embodiment two
As in figure 2 it is shown, the flow process signal of the spam filtering method that it is the embodiment of the present invention two
Figure.In the present embodiment, executive agent is the Mail Clients on mobile phone, this spam filtering side
Method comprises the following steps:
S201, from the mail received extract mail head.
S202, obtain sender's email address of mail from mail head.
When current mail sends, in mail, often carry the text of mail head and mail.Its
In, the head of mail includes the email address of sender, the email address of addressee, makes a copy for people's
The information such as the title of email address, the time that sends of mail, the reception time of mail and mail.
In the present embodiment, first receipt mail server send mail, when mail reception to after, from
This mail head extracts sender's email address of this mail.
Whether the blacklist that S203, inquiry prestore comprises sender's email address of mail.
In the present embodiment, the blacklist prestored be user pass through on mobile phone Mail Clients to far-end
Mail server application, the Mail Clients on mobile phone can send black name to mail server
Single request, upon receiving the request, the mail that blacklist is handed down on mobile phone by mail server
Client, after Mail Clients receives blacklist, is stored locally as blacklist prestoring
Blacklist.
After getting sender's email address of mail, make a look up in the blacklist prestored,
If sender's email address of mail is present in blacklist, then mail is judged as spam,
I.e. perform step 204.If e-mail sender's email address does not exists in blacklist, then by mail
It is judged as non-spam email, i.e. performs step 206.
S204, mail is referred in spam.
When judging that this mail is spam, mail is referred in spam, by this postal
Part is labeled as spam, processes further to remind user to do this mail, such as, reads
Or deletions etc. operate.Or the Show Color of this mail is set to other colors with non-junk
Mail makes a distinction, such as, the Show Color of mail is set to Lycoperdon polymorphum Vitt, and user sees that this mail shows
Show that color is Lycoperdon polymorphum Vitt, it is known that this mail is spam.Or, set for spam in advance
Put a specific identifier, after mail is identified as spam, should with this marker character labelling
Mail, user after seeing this identifier it is known that be waste advertisements to this mail.
S205, mail is moved in the file that spam is corresponding.
In the present embodiment, build a file for spam in advance, spam will be judged to
Mail be placed into this document folder in, so that mail is marked.Further, in mail client
End adds the entrance button of a spam, clicks on and enter the literary composition that spam is corresponding
Part presss from both sides, and spam can be read in this document presss from both sides or deletes or ignore by user
Process, improve user and process the efficiency of mail.
S206, mail is referred to as in non-spam email.
In the present embodiment, after judging that mail is non-spam email, mail is referred to non-junk
In mail, mail can be labeled as non-spam email.The Show Color of this mail is set to it
The Show Color of mail to make a distinction with spam, such as, is set to redness by his color, with
Observably remind user.Such as, read or the operation such as reply.
S207, mail is moved in the file that non-spam email is corresponding.
In the present embodiment, build a file for non-spam email in advance, non-junk will be judged to
Mail is placed in the file that non-spam email is corresponding.Further, add in Mail Clients
Add the entrance button of a non-spam email, click on and enter the file that non-spam email is corresponding
Folder, user can navigate to express delivery these non-spam email, it is simple to user carries out reading or returning
Multiple grade operates.
Mail is labeled as spam based on clicking operation by S208, reception user.
After non-spam email is read by user, find that this mail is a spam in fact
Time, by clicking operation, this mail can be re-flagged as spam.Specifically, at mobile phone
On Mail Clients on a spam button is set, clicking on just can be by mail weight
Newly it is labeled as spam.
S209, using sender's email address of mail as email address to be added.
S210, email address to be added is sent to mailbox server, so that mailbox server is to black
List is updated.
Receive mail is labeled as spam instruction after, by sender's postal corresponding for this mail
This email address to be added, as an email address to be added, can be sent to mail by case address
Server, so that this email address to be added is added in blacklist by mail server, Jin Ershi
The now renewal to blacklist.Further, user can be by the Mail Clients timing on mobile phone
Or periodically obtain the blacklist after updating, to ensure the effectiveness and the accuracy that judge.
Alternatively, after getting email address to be added, email address to be added can be waited until
After number reaches some, then upload to the mail server of far-end simultaneously.Alternatively, far-end
Mail server can contrast receiving email address to be added, when there being predetermined number
When same sender's email address is labeled as email address to be added by user, the mail clothes of far-end
Identical sender's email address can be added in blacklist by business device.Such as, there are 5 users
Marked identical sender, then the email address of this sender is automatically into blacklist list
In.The operation personnel of the server of far-end also oneself can collect the sender of spam simultaneously, enters
Row manual identification, and the email address of this sender is added in blacklist, to improve identification
Accuracy.
In the present embodiment, initial blacklist can have operation personnel to sort out can send spam
Sender's email address, be built into initial blacklist and be stored in mail server.Such as,
The shopping website such as Amazon, Taobao is specifically used to send sender's email address of spam,
Sender's email address of these spams as blacklist and is stored in mail server,
Blacklist can momentarily be carried out perfect by operation personnel, such as, will add in existing blacklist
New email address.
The spam filtering method that the embodiment of the present invention provides, by storing rubbish in blacklist
Sender's email address that mail is corresponding, after getting sender's email address of mail, should
Sender's email address of mail contrasts with blacklist, identifies whether this mail is spam,
When identifying this mail and being spam, this mail is referred in spam, to distinguish it
His non-spam email, in order to mail can be processed by user targetedly, it is provided that work
Efficiency, time-consuming.
Embodiment three
As it is shown on figure 3, the structural representation of the spam filtering device that it is the embodiment of the present invention three
Figure.This spam filtering device includes: acquisition module 11, judge module 12 and classifying module
13。
Wherein, acquisition module 11, for obtaining sender's email address of mail.
When current mail sends, in mail, often carry the text of mail head and mail.Its
In, the head of mail includes the email address of sender, the email address of addressee, makes a copy for people's
The information such as the title of email address, the time that sends of mail, the reception time of mail and mail.
In the present embodiment, the mail that acquisition module 11 first receipt mail server sends, work as mail reception
To afterwards, from this mail head, extract sender's email address of this mail.
Whether judge module 12, for judging described sender's email address according to the blacklist prestored
Sender for spam；Wherein, described blacklist includes the sender that spam is corresponding
Email address.
In order to mail being identified classification, in the present embodiment, there is blacklist locally stored in advance,
In blacklist, storage has the email address of the sender being identified as spam.In the present embodiment,
The blacklist prestored be user pass through on mobile phone Mail Clients to the mail server application of far-end
, the Mail Clients on mobile phone can send blacklist request to mail server, is receiving
After this request, the Mail Clients that blacklist is handed down on mobile phone by mail server, mail client
After termination receives blacklist, blacklist is stored locally as the blacklist prestored.
After getting sender's email address of mail, it is judged that module 12 makes a look up at blacklist,
Whether it is the sender that spam is corresponding to judge the sender of this mail.If the outbox of mail
People's email address is present in blacklist, illustrates that this mail is spam.If the outbox of mail
People's email address does not exists in blacklist, illustrates that this mail is non-spam email.
Classifying module 13, for if it is judged that be yes, is referred to spam by described mail
In.
When judging that this mail is spam, mail is referred to spam by classifying module 13
In, and this mail is marked, process further to remind user that this mail is done, such as,
Read or deletion etc. operates.Such as, build a file for spam, rubbish will be judged to
The mail of rubbish mail is placed in this document folder, to be marked this mail.Or, by this postal
The Show Color of part is set to other colors to make a distinction with non-spam email, such as by mail
Show Color is set to Lycoperdon polymorphum Vitt.Or the rubbish identifier of a feature is set for spam in advance,
After mail is identified as spam, with this rubbish this mail of marker character labelling, user sees this
Identifier can learn that this mail is spam, can ignore or delete.
Further, after judging that mail is non-spam email, mail is sorted out by classifying module 13
In non-spam email, it is possible to mail is marked.Such as, one is built for non-spam email
Individual file, will be judged to that non-mail is placed in the file that non-spam email is corresponding, with to this
Mail is marked.Or the Show Color of this mail is set to redness, to enter with spam
Row is distinguished, and can observably show user, and user can navigate to express delivery these non-junk postals
Part, it is simple to user carries out reading or the operation such as reply.
The spam filtering device that the embodiment of the present invention provides, by storing rubbish in blacklist
Sender's email address that mail is corresponding, after getting sender's email address of mail, should
Sender's email address of mail contrasts with blacklist, identifies whether this mail is spam,
When identifying this mail and being spam, this mail is referred in spam, to distinguish it
His non-spam email, in order to mail can be processed by user targetedly, it is provided that work
Efficiency, time-consuming.
Embodiment four
As shown in Figure 4, it is the structural representation of spam filtering device of the embodiment of the present invention four
Figure.This spam filtering device is except including acquisition module 11 in above-described embodiment three, judging
Outside module 12 and classifying module 13, also include: mark module 14, logging modle 15, transmission
Module 16 and receiver module 17.
Wherein, it is judged that module 12, specifically for inquiring about in described blacklist whether comprise described outbox
People's email address, if described sender's email address is present in described blacklist, it is determined that described
Mail is spam.
Further, it is judged that module 12, if do not deposited also particularly useful for described sender's email address
It is in described blacklist, it is determined that described mail is non-spam email.
Acquisition module 11, specifically for extracting the mail of described mail from the described mail received
Head, obtains described sender's email address from described mail head.
Mark module 14, for being used for after judge module 12 judges that mail is as non-spam email,
Receive user, based on clicking operation, described mail is labeled as spam.
Logging modle 15, is used for sender's email address of mail as email address to be added.
Sending module 16, for described email address to be added is sent to mailbox server, so that
Described blacklist is updated by described mailbox server.
Further, sending module 16, it is additionally operable to send blacklist request to described mail server.
Receiver module 17, for receiving the described blacklist of described mail server transmission and being stored in
Local.
The spam filtering device that the embodiment of the present invention provides, by storing rubbish in blacklist
Sender's email address that mail is corresponding, after getting sender's email address of mail, should
Sender's email address of mail contrasts with blacklist, identifies whether this mail is spam,
When identifying this mail and being spam, this mail is referred in spam, to distinguish it
His non-spam email, in order to mail can be processed by user targetedly, it is provided that work
Efficiency, time-consuming.
One of ordinary skill in the art will appreciate that: realize the whole or portion of above-mentioned each method embodiment
Can be completed by the hardware that programmed instruction is relevant step by step.Aforesaid program can be stored in one
In computer read/write memory medium.This program upon execution, performs to include that above-mentioned each method is implemented
The step of example；And aforesaid storage medium includes: ROM, RAM, magnetic disc or CD etc. are various
The medium of program code can be stored.
It is last it is noted that various embodiments above is only in order to illustrate the technical side of the embodiment of the present invention
Case, is not intended to limit；Although the embodiment of the present invention having been carried out in detail with reference to foregoing embodiments
Explanation, it will be understood by those within the art that: it still can be to foregoing embodiments
Described technical scheme is modified, or carries out the most some or all of technical characteristic
With replacing；And these amendments or replacement, do not make the essence of appropriate technical solution depart from the present invention
The scope of each embodiment technical scheme.
Claims (12)
1. a spam filtering method, it is characterised in that including:
Obtain sender's email address of mail；
Judge that whether described sender's email address is the outbox of spam according to the blacklist prestored
People；Wherein, described blacklist includes sender's email address that spam is corresponding；
If it is judged that be yes, described mail is referred in spam.
Method the most according to claim 1, it is characterised in that the black name that described basis prestores
Single judge that whether described sender's email address is the sender of spam, including:
Inquire about and whether described blacklist comprises described sender's email address；
If described sender's email address is present in described blacklist, it is determined that described mail is rubbish
Rubbish mail.
Method the most according to claim 2, it is characterised in that also include:
If described sender's email address does not exists in described blacklist, it is determined that described mail is
Non-spam email.
Method the most according to claim 3, it is characterised in that the outbox of described acquisition mail
People's email address, including:
The mail head of described mail is extracted from the described mail received；
Described sender's email address is obtained from described mail head.
5. according to the method described in any one of claim 1-4, it is characterised in that described judgement institute
State after mail is non-spam email, including:
Receive user, based on clicking operation, described mail is labeled as spam；
Using sender's email address of described mail as email address to be added；
Described email address to be added is sent to mailbox server, so that described mailbox server pair
Described blacklist is updated.
Method the most according to claim 5, it is characterised in that the outbox of described acquisition mail
Before people's email address, including:
Blacklist request is sent to described mail server；
Receive the described blacklist that described mail server sends；
Described blacklist will be received and be stored in this locality.
7. a spam filtering device, it is characterised in that including:
Acquisition module, for obtaining sender's email address of mail；
According to the blacklist that prestores, judge module, for judging that whether described sender's email address is
The sender of spam；Wherein, described blacklist includes sender's postal that spam is corresponding
Case address；
Classifying module, for if it is judged that be yes, is referred to described mail in spam.
Device the most according to claim 7, it is characterised in that described judge module, specifically
For inquiring about, whether described blacklist comprises described sender's email address, if described sender
Email address is present in described blacklist, it is determined that described mail is spam.
Device the most according to claim 8, it is characterised in that described judge module, also has
If body does not exists in described blacklist for described sender's email address, it is determined that described mail
For non-spam email.
Device the most according to claim 9, it is characterised in that described acquisition module, tool
Body is for extracting the mail head of described mail from the described mail received, from described mail head
Obtain described sender's email address.
11. according to the device described in any one of claim 7-10, it is characterised in that also include:
Mark module, is used for after described judge module judges that described mail is as non-spam email,
Receive user, based on clicking operation, described mail is labeled as spam；
Logging modle, is used for sender's email address of described mail as email address to be added；
Sending module, for described email address to be added is sent to mailbox server, so that institute
State mailbox server described blacklist is updated.
12. devices according to claim 11, it is characterised in that described sending module, also
For sending blacklist request to described mail server；
Described spam filtering device also includes:
Receiver module, for receiving the described blacklist of described mail server transmission and being stored in this
Ground.
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| CN201610245545.8A CN105847123A (en) | 2016-04-19 | 2016-04-19 | Spam mail recognition method and device |
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| CN201610245545.8A CN105847123A (en) | 2016-04-19 | 2016-04-19 | Spam mail recognition method and device |
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN109218162A (en) * | 2017-07-05 | 2019-01-15 | 北京二六三企业通信有限公司 | Mail distribution method and device |
| CN111049733A (en) * | 2019-12-10 | 2020-04-21 | 公安部第三研究所 | Masking identification method for phishing mail attack |
| CN113256254A (en) * | 2021-05-26 | 2021-08-13 | 青岛海信移动通信技术股份有限公司 | Mail classification method and mail classification device |
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| CN1707492A (en) * | 2004-06-05 | 2005-12-14 | 腾讯科技（深圳）有限公司 | Method for against refuse E-mail |
| CN101035098A (en) * | 2007-04-24 | 2007-09-12 | 北京网秦天下科技有限公司 | Method for the mobile terminal to reject the spam via the query |
| CN101150535A (en) * | 2007-06-15 | 2008-03-26 | 腾讯科技（深圳）有限公司 | Email filtering method, device and device |
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| CN102223316A (en) * | 2011-06-15 | 2011-10-19 | 成都市华为赛门铁克科技有限公司 | Method and device for processing electronic mail |
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| CN111049733A (en) * | 2019-12-10 | 2020-04-21 | 公安部第三研究所 | Masking identification method for phishing mail attack |
| CN113256254A (en) * | 2021-05-26 | 2021-08-13 | 青岛海信移动通信技术股份有限公司 | Mail classification method and mail classification device |
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