RU2004116904A - Перечни и признаки источников/адресатов для предотвращения нежелательных почтовых сообщений - Google Patents
Перечни и признаки источников/адресатов для предотвращения нежелательных почтовых сообщений Download PDFInfo
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- RU2004116904A RU2004116904A RU2004116904/09A RU2004116904A RU2004116904A RU 2004116904 A RU2004116904 A RU 2004116904A RU 2004116904/09 A RU2004116904/09 A RU 2004116904/09A RU 2004116904 A RU2004116904 A RU 2004116904A RU 2004116904 A RU2004116904 A RU 2004116904A
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- 238000000034 method Methods 0.000 claims 23
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- 238000010801 machine learning Methods 0.000 claims 4
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- 230000005540 biological transmission Effects 0.000 claims 1
- 238000013075 data extraction Methods 0.000 claims 1
- 239000000284 extract Substances 0.000 claims 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/40—Business processes related to the transportation industry
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/107—Computer-aided management of electronic mailing [e-mailing]
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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
- H04L51/21—Monitoring or handling of messages
- H04L51/212—Monitoring or handling of messages using filtering or selective blocking
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Claims (54)
1. Система, облегчающая извлечение данных в связи с обработкой спама, содержащая компонент, который принимает элемент и извлекает набор признаков, ассоциированных с источником сообщения, или их часть и/или информацию, которая дает возможность намеченному получателю осуществлять контакт, давать ответ или осуществлять прием в связи с сообщением; и компонент, который использует поднабор извлеченных признаков в связи с созданием фильтра.
2. Система по п.1, отличающаяся тем, что дополнительно содержит компонент нормализации, который раскрывает поднабор признаков.
3. Система по п.1, отличающаяся тем, что фильтром является фильтр спама.
4. Система по п.1, отличающаяся тем, что фильтром является фильтр родительского контроля.
5. Система по п.1, отличающаяся тем, что дополнительно содержит компонент системы машинного обучения, который использует раскрытые признаки для того, чтобы изучить по меньшей мере одно из спама и не спама.
6. Система по п.1, отличающаяся тем, что поднабор признаков содержит по меньшей мере один IP-адрес, причем по меньшей мере один IP-адрес является по меньшей мере частью любого из адреса "ответить:", адреса для копии, адреса "послать электронную почту:", адреса "принято от:", и URL, размещенного в сообщении.
7. Система по п.6, отличающаяся тем, что IP-адрес содержит идентификатор блока, причем идентификатор блока может быть извлечен в качестве по меньшей мере одного признака.
8. Система по п.7, отличающаяся тем, что идентификатор блока определяют по меньшей мере частично, обращаясь к каталогу блоков.
9. Система по п.8, отличающаяся тем, что каталогом блоков является arin.net.
10. Система по п.7, отличающаяся тем, что идентификатор блока определяют по меньшей мере частично посредством предположения, извлекая в связи с этим в качестве признаков любой из по меньшей мере первого 1 бита, по меньшей мере первых 2 битов, по меньшей мере первых 3 битов, и вплоть до по меньшей мере первых 31 бита IP-адреса.
11. Система по п.1, отличающаяся тем, что поднабор признаков содержит каждый из первого 1 вплоть до первых 31 бита IP-адреса.
12. Система по п.1, отличающаяся тем, что поднабор признаков содержит URL.
13. Система по п.12, отличающаяся тем, что адрес URL размещен по меньшей мере в одном из тел сообщения, вложен как текст в сообщение, и вложен в изображение в сообщении.
14. Система по п.1, отличающаяся тем, что дополнительно содержит компонент, который использует по меньшей мере поднабор извлеченных признаков, чтобы заполнить по меньшей мере один перечень признаков.
15. Система по п.14, отличающаяся тем, что по меньшей мере один перечень признаков является любым перечнем из перечня "хороших" пользователей, перечня рассылающих спам отправителей, перечня положительных признаков, указывающих законного отправителя, и перечня признаков, указывающих спам.
16. Система по п.1, отличающаяся тем, что поднабор признаков содержит по меньшей мере один URL.
17. Система по п.16, отличающаяся тем, что URL является вложенным как текст в тело сообщения.
18. Система по п.16, отличающаяся тем, что URL является по меньшей мере частью ссылки в теле сообщения.
19. Система по п.16, отличающаяся тем, что URL является по меньшей мере частью ссылки, вложенной как изображение в сообщение.
20. Система по п.1, отличающаяся тем, что поднабор признаков содержит по меньшей мере одно из имени хоста и имени домена, извлеченных из адреса электронной почты.
21. Система по п.1, отличающаяся тем, что поднабор признаков содержит по меньшей мере часть ПДИМ, извлеченного из любого из адресов электронной почты и URL.
22. Система по п.1, отличающаяся тем, что поднабор признаков содержит по меньшей мере часть имени домена, извлеченного из любого одного из адреса электронной почты и URL.
23. Система по п.1, отличающаяся тем, что по меньшей мере часть поднабора извлеченных признаков нормализуют прежде, чем использовать в связи с системой машинного обучения.
24. Система по п.1, отличающаяся тем, что по меньшей мере часть поднабора извлеченных признаков нормализуют прежде, чем использовать для заполнения по меньшей мере одного перечня признаков.
25. Система по п.1, отличающаяся тем, что дополнительно содержит компонент классификации, который классифицирует по меньшей мере часть из по меньшей мере одного из URL, адреса электронной почты, и IP-адреса в качестве какого-либо одного из "для взрослых", "содержимое для взрослых", "неподходящий", "не подходящий для некоторых возрастов", "подходящий для всех возрастов", "несоответствующий", и "соответствующий".
26. Система по п.25, отличающаяся тем, что компонентом классификации является система родительского контроля.
27. Система по п.25, отличающаяся тем, что компонент классификации назначает по меньшей мере один тип признака классифицируемой части по меньшей мере одного из URL, адреса web-сайта, и IP-адреса.
28. Система по п.1, отличающаяся тем, что набор признаков содержит по меньшей мере один подлежащий оплате номер телефона, причем номер телефона содержит междугородный код, чтобы содействовать соотнесению географического местоположения отправителя или адреса переадресации, ассоциированного с сообщением.
29. Машиночитаемый носитель, сохраняющий машиноисполнимые компоненты по п.1.
30. Компьютер, который использует систему по п.1.
31. Способ, который облегчает извлечение данных в связи с обработкой спама, заключающийся в том, что принимают сообщение; извлекают набор признаков, ассоциированных с источником сообщения, или их часть и/или информацию, которая дает возможность намеченному получателю осуществлять контакт, выдавать ответ или осуществлять прием в связи с сообщением; и используют поднабор извлеченных признаков в связи с созданием фильтра.
32. Способ по п.31, отличающийся тем, что набор признаков содержит по меньшей мере часть IP-адреса.
33. Способ по п.32, отличающийся тем, что извлечение по меньшей мере части IP-адреса содержит выполнение по меньшей мере одного из нижеследующих действий обращаются к каталогу идентификаторов блоков, чтобы определить по меньшей мере один идентификатор блока, соответствующий IP-адресу, так что идентификатор блока извлекают в качестве дополнительного признака; и извлекают из IP-адреса каждый из по меньшей мере первого 1 бита вплоть до первых 31 бита.
34. Способ по п.32, отличающийся тем, что по меньшей мере один извлеченный IP-адрес соответствует по меньшей мере одному серверу.
35. Способ по п.34, дополнительно заключающийся в том, что выделяют по меньшей мере один сервер в качестве дополнительного признака.
36. Способ по п.31, дополнительно заключающийся в том, что раскрывают по меньшей мере поднабор признаков, извлеченных из сообщения.
37. Способ по п.31, дополнительно заключающийся в том, что раскрывают по меньшей мере часть для по меньшей мере одного признака, извлеченного из сообщения.
38. Способ по п.37, отличающийся тем, что раскрытие IP-адреса "получено от:", извлеченного из сообщения, содержит этап обратного прослеживания через множество адресов, добавленных к IP-адресу для того, чтобы проверить идентичность добавленных IP-адресов.
39. Способ по п.37, дополнительно заключающийся в том, что извлечение дополнительных признаков из адреса web-сайта содержит выполнение по меньшей мере одного из нижеследующих действий: удаляют по меньшей мере один суффикс за один раз, таким образом вырабатывая соответствующие дополнительные признаки; и удаляют по меньшей мере одна префикс за один раз, таким образом вырабатывая соответствующие дополнительные признаки.
40. Способ по п.37, отличающийся тем, что набор признаков содержит по меньшей мере часть любого одного из: адреса "ответить:", адреса для копии, адреса электронной почты, URL, ссылки, и адреса "получено от:".
41. Способ по п.31, отличающийся тем, что по меньшей мере поднабор извлеченных признаков является вложенным в тело сообщения как одно из текста или изображений.
42. Способ по п.31, отличающийся тем, что набор признаков содержит имя хоста и имя домена.
43. Способ по п.31, дополнительно заключающийся в том, что классифицируют один или несколько извлеченных признаков и/или их частей для того, чтобы указать любое одно из: "подходящее" или "неподходящее" содержимое, ассоциированное с сообщением, и используют такую классификацию в качестве дополнительного признака.
44. Способ по п.31, дополнительно заключающийся в том, что назначают тип признака соответствующим извлеченным признакам, чтобы уведомить пользователя о содержимом сообщения на основании, по меньшей мере частично, соответствующих извлеченных признаков и использования типа признака в качестве дополнительного признака.
45. Способ по п.44, дополнительно заключающийся в том, что определяют, что по меньшей мере одно из тип признака и признака, являющегося любым из "редкий" и "общий" и используют редкость и общность признака в качестве дополнительного признака.
46. Способ по п.31, отличающийся тем, что поднабор признаков используют в связи с созданием фильтра посредством системы машинного обучения.
47. Способ по п.31, отличающийся тем, что фильтр является фильтром спама.
48. Способ по п.31, отличающийся тем, что фильтр является фильтром родительского контроля.
49. Способ по п.31, дополнительно заключающийся в том, что используют по меньшей мере поднабор признаков, извлеченных из сообщения, чтобы заполнить один или несколько перечней признаков.
50. Способ по п.49, отличающийся тем, что перечни признаков содержат по меньшей мере один перечень из перечней "положительных" признаков, указывающих не рассылающих спам отправителей, и перечней "плохих" признаков, указывающих рассылающих спам отправителей.
51. Способ по п.31, отличающийся тем, что извлеченные признаки раскрывают по меньшей мере частично прежде, чем использовать в качестве признаков для системы машинного обучения.
52. Способ по п.31, отличающийся тем, что извлеченные признаки раскрывают по меньшей мере частично прежде, чем используют в качестве признаков для заполнения перечней признаков.
53. Пакет данных, приспособленный для передачи между двумя или несколькими вычислительными процессами, содействующими извлечению данных из сообщений, причем пакет данных содержит информацию, которую ассоциируют с приемом сообщения, извлечением набора признаков, ассоциированных с источником сообщения, или их части и/или информации, которая дает возможность намеченному получателю контактировать, выдавать ответ или осуществлять прием в связи с сообщением, и использованием поднабора извлеченных признаков в связи с созданием фильтра.
54. Система, для обеспечения извлечения данных в связи с обработкой спам, которая содержит средство для приема сообщения; средство для извлечения набора признаков, ассоциированных с источником сообщения, или их части, и/или информации, которая дает возможность намеченному получателю контактировать, выдавать ответ или осуществлять прием связи с сообщением; и средство для использования поднабора извлеченных признаков в связи с созданием фильтра.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
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US10/454,168 US7272853B2 (en) | 2003-06-04 | 2003-06-04 | Origination/destination features and lists for spam prevention |
US10/454,168 | 2003-06-04 |
Publications (2)
Publication Number | Publication Date |
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RU2004116904A true RU2004116904A (ru) | 2005-11-10 |
RU2378692C2 RU2378692C2 (ru) | 2010-01-10 |
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RU2004116904/09A RU2378692C2 (ru) | 2003-06-04 | 2004-06-03 | Перечни и признаки источников/адресатов для предотвращения нежелательных почтовых сообщений |
Country Status (14)
Country | Link |
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US (4) | US7272853B2 (ru) |
EP (1) | EP1484893B1 (ru) |
JP (1) | JP4672285B2 (ru) |
KR (1) | KR101137065B1 (ru) |
CN (1) | CN1573784B (ru) |
AU (1) | AU2004202268B2 (ru) |
BR (1) | BRPI0401849B1 (ru) |
CA (1) | CA2467869C (ru) |
MX (1) | MXPA04005335A (ru) |
MY (1) | MY142668A (ru) |
PL (1) | PL368364A1 (ru) |
RU (1) | RU2378692C2 (ru) |
TW (1) | TWI353146B (ru) |
ZA (1) | ZA200404018B (ru) |
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Cited By (1)
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US7801131B2 (en) | 2005-01-31 | 2010-09-21 | Robert Bosch Gmbh | Method for transmitting data in messages via a communication link of a communication system, as well as a communication module, user of a communication system, and communication system for implementing this method |
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ZA200404018B (en) | 2005-05-20 |
US20040260922A1 (en) | 2004-12-23 |
TW200509615A (en) | 2005-03-01 |
US7665131B2 (en) | 2010-02-16 |
KR101137065B1 (ko) | 2012-07-02 |
BRPI0401849B1 (pt) | 2017-04-11 |
BRPI0401849A (pt) | 2005-02-09 |
RU2378692C2 (ru) | 2010-01-10 |
US20050022008A1 (en) | 2005-01-27 |
CA2467869A1 (en) | 2004-12-04 |
CA2467869C (en) | 2013-03-19 |
TWI353146B (en) | 2011-11-21 |
CN1573784B (zh) | 2012-11-07 |
US7409708B2 (en) | 2008-08-05 |
PL368364A1 (en) | 2004-12-13 |
MXPA04005335A (es) | 2005-03-31 |
EP1484893A2 (en) | 2004-12-08 |
US7272853B2 (en) | 2007-09-18 |
KR20040104902A (ko) | 2004-12-13 |
EP1484893A3 (en) | 2006-05-24 |
US7464264B2 (en) | 2008-12-09 |
US20050022031A1 (en) | 2005-01-27 |
US20070118904A1 (en) | 2007-05-24 |
EP1484893B1 (en) | 2017-07-05 |
MY142668A (en) | 2010-12-15 |
AU2004202268A1 (en) | 2004-12-23 |
AU2004202268B2 (en) | 2009-12-03 |
CN1573784A (zh) | 2005-02-02 |
JP4672285B2 (ja) | 2011-04-20 |
JP2004362559A (ja) | 2004-12-24 |
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