کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
4954485 | 1443323 | 2017 | 28 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Spam filtering with sender authentication network
ترجمه فارسی عنوان
فیلتر کردن هرزنامه با شبکه احراز هویت فرستنده
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کلمات کلیدی
احراز هویت، پست الکترونیکی، سیستم های پیام هرزنامه ها، نامه الکترونیکی ناخواسته،
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
شبکه های کامپیوتری و ارتباطات
چکیده انگلیسی
Unsolicited commercial and non-commercial e-mails occupy the Internet bandwidth redundantly, as well as the recipient's time and energy. In the fight against those spam e-mails, origin based spam filtering gained importance because of the low resource demands. Sender Policy Framework (SPF) protocol is one of the well-known origin based spam filtering techniques. In our study, Sender Authentication Network has been developed to extend the narrow utilization of the SPF technique. By analyzing the IP addresses in A and MX records, their relation with the IP address in SPF record is investigated. If the SPF record does not exist, a new one is created. After getting feedbacks from the volunteers for the false-positive and false-negative results, and applying a well-known spam filter to the contemporary dataset, we concluded that by low resource consumption, our method extracts spam e-mails faster than the present popular spam filtering methods. The results have acceptable false-positive and false-negative values.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Communications - Volume 98, 15 January 2017, Pages 72-79
Journal: Computer Communications - Volume 98, 15 January 2017, Pages 72-79
نویسندگان
Gökhan Dalkılıç, Devrim Sipahi,