{"title":"A Reputation-based Collaborative Approach for Spam Filtering","authors":"Wenxuan Shi , Maoqiang Xie","doi":"10.1016/j.aasri.2013.10.082","DOIUrl":null,"url":null,"abstract":"<div><p>Spam and spam filters are contrarious components of a complex interdependent social ecosystem. Traditional spam filtering techniques or systems are usually designed and deployed individually that neglect the distributed and bulk characteristics of spam. This paper proposes a reputation-based collaborative anti-spam approach. This approach, adopting fingerprinting technique, evaluating reporters’ trust, achieved better performance and robustness than the state-of-the-art in comparison experiments on several known email corpora.</p></div>","PeriodicalId":100008,"journal":{"name":"AASRI Procedia","volume":"5 ","pages":"Pages 220-227"},"PeriodicalIF":0.0000,"publicationDate":"2013-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.aasri.2013.10.082","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AASRI Procedia","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212671613000838","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
Spam and spam filters are contrarious components of a complex interdependent social ecosystem. Traditional spam filtering techniques or systems are usually designed and deployed individually that neglect the distributed and bulk characteristics of spam. This paper proposes a reputation-based collaborative anti-spam approach. This approach, adopting fingerprinting technique, evaluating reporters’ trust, achieved better performance and robustness than the state-of-the-art in comparison experiments on several known email corpora.