FIELD: electronics.
SUBSTANCE: invention relates to classification of electronic messages. Method of detecting spam includes following steps: using at least one computer system processor to obtain a target string, which forms part of an electronic message; use of at least one processor to convert target line in a target signal, containing a sequence of numbers, wherein each character of target string is converted into a number of said sequence of numbers; in response to obtaining a target string - using at least one processor for determining string eligibility criterion according to target string; using at least one processor to pre-filter a corpus of reference strings according to string eligibility criterion, to produce a plurality of candidate strings; in response to selecting candidate strings, employing at least one processor perform a comparison between a frequency spectrum of target signal and a frequency spectrum determined for a candidate string of plurality of candidate strings, wherein determination of frequency spectrum of target signal comprises a representation of target signal in form of a group of frequency components of target signal, each frequency component has a separate frequency and amplitude, defined for said separate frequency; and using at least one processor to determine based on results of said comparison, whether or not electronic message is spam.
EFFECT: efficient detection of spam.
31 cl, 17 dwg
Title | Year | Author | Number |
---|---|---|---|
SYSTEMS AND METHODS FOR SPAM DETECTION USING CHARACTER HISTOGRAMS | 2012 |
|
RU2601193C2 |
CLASSIFICATION OF DOCUMENTS USING MULTILEVEL SIGNATURE TEXT | 2014 |
|
RU2632408C2 |
METHOD AND SYSTEM FOR CREATING A LIST OF ELECTRONIC MESSAGES | 2014 |
|
RU2595496C2 |
METHOD AND SYSTEM FOR REFORMATTING ELECTRONIC MESSAGE BASED ON CATEGORY THEREOF | 2014 |
|
RU2595619C2 |
METHOD AND SYSTEM FOR REFORMATTING ELECTRONIC MESSAGE BASED ON CATEGORY THEREOF | 2014 |
|
RU2595618C2 |
METHOD AND SYSTEM FOR CREATING LIST OF ELECTRONIC MESSAGES | 2014 |
|
RU2595617C2 |
SYSTEM AND METHODS FOR DETECTING NETWORK FRAUD | 2017 |
|
RU2744671C2 |
SERVER AND METHOD OF HANDLING ELECTRONIC MESSAGES (VERSIONS) | 2014 |
|
RU2580434C2 |
ELECTRONIC DEVICE AND METHOD OF ELECTRONIC MESSAGE PROCESSING | 2014 |
|
RU2608880C2 |
METHOD AND SYSTEM FOR GENERATING RECOMMENDATIONS OF DIGITAL CONTENT | 2018 |
|
RU2731335C2 |
Authors
Dates
2016-10-27—Published
2012-09-05—Filed