Pablo M. Oliveira;Mateus B. Vieira;Isaac C. Ferreira;João P. R. R. Leite;Edvard M. Oliveira;Bruno T. Kuehne;Edmilson M. Moreira;Otávio A. S. Carpinteiro
公開日
2022-8-23
所属機関
Research Group on Systems and Computer Engineering, Federal University of Itajubá
This paper presents a novel Active Blacklist (ABL) based on a modification of
the Simple Mail Transfer Protocol (SMTP). ABL was implemented in the Mail
Transfer Agent (MTA) Postfix of the e-mail server Zimbra and assessed
exhaustively in a series of experiments. The modified server Zimbra showed
computational performance and costs similar to those of the original server
Zimbra when receiving legitimate e-mails. When receiving spam, however, it
showed better computing performance and costs than the original Zimbra.
Moreover, there was a considerable computational cost on the spammer's server
when it sent spam e-mails. ABL was assessed at the Federal University of
Itajub\'{a}, Brazil, during a period of sixty-one days. It was responsible for
rejecting a percentage of 20.94% of the spam e-mails received by the university
during this period. After this period, it was deployed and remained in use,
from July-2015 to July-2019, at the university. ABL is part of the new Open
Machine-Learning-Based Anti-Spam (Open-MaLBAS). Both ABL and Open-MaLBAS are
freely available on GitHub.