Multilingual Rules for Spam Detection
Minh Tuan Vu, Quang Anh Tran, Frank Jiang, Van Quan Tran · Journal of machine to machine communications · 2015
In this paper, we introduced a statistical rule-based method to create rules for SpamAssassin to detect spams in different languages.The theoretical framework of generating and maintaining multilingual rules were also illustrated.The experiments were conducted against the dataset of three languages including Chinese, Vietnamese and English.The detecting achievement of multilingual rule was 89.5% for the true detection and only 3.8% for the failed alarm at the threshold of 2 while the true detection rate of single language rule was not over 61% and the failed alarm rate was up to 4.9%.