Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Unsolicited commercial and non-commercial e-mails occupy the Internet bandwidth redundantly, as ll 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 ll-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 ll-known spam filter to the contemporary dataset,  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.
['Gökhan Dalkiliç', 'Devrim Sipahi']
I am writing a research paper on a idea Spam filtering with sender authentication network
[{"from": "human", "value": "I am writing a research paper on a idea Spam filtering with sender authentication network"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Unsolicited commercial and non-commercial e-mails occupy the Internet bandwidth redundantly, as ll 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 ll-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 ll-known spam filter to the contemporary dataset,  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."}]