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Method for Detecting Spammers and Fake Profiles in Social Networks
Method for Detecting Spammers and Fake Profiles in Social Networks
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机译:社交网络中垃圾邮件发送者和虚假个人资料的检测方法
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摘要
A method for protecting user privacy in an online social network, according to which negative examples of fake profiles and positive examples of legitimate profiles are chosen from the database of existing users of the social network. Then, a predetermined set of features is extracted for each chosen fake and legitimate profile, by dividing the friends or followers of the chosen examples to communities and analyzing the relationships of each node inside and between the communities. Classifiers that can detect other existing fake profiles according to their features are constructed and trained by using supervised learning.
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