Title : 
Anti-spam email system in Facebook
         
        
            Author : 
Liang, I-Cheng ; Chen, Yuen-Fu ; Liao, Guo-Tan ; Cheng, Bo-Chao
         
        
            Author_Institution : 
Dept. of Commun. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
         
        
        
        
        
        
            Abstract : 
Email spam is one of the most critical problems facing social networks and the Internet today. Current anti-spam solutions have common weaknesses of low accuracy and high false positive rates. In this paper, we present an anti-spam mechanism based on social reputation, to successfully block spam collaboration between network participants. Using interconnection relationships within a social network we construct a topology and convert the mail transmission problem into a routing problem based on a trust-updating mechanism with respect to users´ feedback. In addition to simulations, we have also implemented our method on the Facebook social network Through this study, we can effectively detect and filter spam E-mail messages, while promoting the development of social network applications.
         
        
            Keywords : 
data privacy; social networking (online); unsolicited e-mail; Facebook; anti-spam email system; social networks; social reputation; trust-updating mechanism; Electronic mail; Facebook; Network topology; Postal services; Receivers; Servers; social network anti-spam; social reputation; trust updating; users´ feedback;
         
        
        
        
            Conference_Titel : 
Computer Symposium (ICS), 2010 International
         
        
            Conference_Location : 
Tainan
         
        
            Print_ISBN : 
978-1-4244-7639-8
         
        
        
            DOI : 
10.1109/COMPSYM.2010.5685522