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.
翻译:本文根据对简单邮件传输协议(SMTP)的修改,提出了一个新的动态黑名单(ABL),ABL在电子邮件服务器Zimbra的邮件传输代理(MTA) Postfix中实施,并在一系列实验中进行了详尽的评估。修改后的服务器Zimbra显示计算性能和成本与接收合法电子邮件的原服务器Zimbra相似。但是,当接收垃圾邮件时,它显示的计算性能和成本比原Zimbra好。此外,在发送垃圾邮件时,垃圾邮件服务器的计算成本相当高。巴西联邦Itajub\'a}大学在61天内对ABL进行了评估,该大学在此期间接收的垃圾邮件中有20.94%的计算性能和成本被否决。此后,从2015年7月至2019年7月,该大学部署并仍在使用。ABLL是新的Open-LA-BAS-BAS-OF-MABA 和OFLM-S-SMABA OS-MLMS-SBA OS-MAL-MASTRAM-SMAST-SBASTMAST-SMAST-SBA)系统可自由使用。