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Detail publikace

Spam Filter Based On Geographical Location Of The Sender

CAHA, T. KOVAŘÍK, M.

Originální název

Spam Filter Based On Geographical Location Of The Sender

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

Spam annoys users and poses a security threat. This article proposes a spam filter based on geographical location of the sender determined by IP geolocation. This filter was implemented as a plugin to the SpamAssassin anti-spam software. The plugin allows to define a penalty score for specific countries sending spam. The proposed filter was tested on a dataset of 1500 e-mails consisting of 1200 spam and 300 legitimate e-mails. The Matthews Correlation Coefficient (MCC) of the filter has a value of 0.2223. This indicates that the proposed spam filter contributes to the correct spam filtering.

Klíčová slova

geographical location;geolocation;spam filter

Autoři

CAHA, T.; KOVAŘÍK, M.

Vydáno

22. 9. 2022

Nakladatel

Slovak University of Technology

Místo

Bratislava

ISSN

1339-309X

Periodikum

Journal of Electrical Engineering

Ročník

73

Číslo

4

Stát

Slovenská republika

Strany od

292

Strany do

298

Strany počet

7

URL

https://doi.org/10.2478/jee-2022-0038

Plný text v Digitální knihovně

http://hdl.handle.net/11012/208456

BibTex

@article{BUT178478,
  author="Tomáš {Caha} and Martin {Kovařík}",
  title="Spam Filter Based On Geographical Location Of The Sender",
  journal="Journal of Electrical Engineering",
  year="2022",
  volume="73",
  number="4",
  pages="292--298",
  doi="10.2478/jee-2022-0038",
  issn="1339-309X",
  url="https://doi.org/10.2478/jee-2022-0038"
}