Detail publikačního výsledku

Spam Filter Based On Geographical Location Of The Sender

CAHA, T.; KOVAŘÍK, M.

Originální název

Spam Filter Based On Geographical Location Of The Sender

Anglický název

Spam Filter Based On Geographical Location Of The Sender

Druh

Článek WoS

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.

Anglický 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

Klíčová slova v angličtině

geographical location;geolocation;spam filter

Autoři

CAHA, T.; KOVAŘÍK, M.

Rok RIV

2023

Vydáno

22.09.2022

Nakladatel

Slovak University of Technology

Místo

Bratislava

ISSN

1339-309X

Periodikum

Journal of Electrical Engineering-Elektrotechnicky Casopis

Svazek

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-Elektrotechnicky Casopis",
  year="2022",
  volume="73",
  number="4",
  pages="292--298",
  doi="10.2478/jee-2022-0038",
  issn="1335-3632",
  url="https://doi.org/10.2478/jee-2022-0038"
}

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