A Mixture Model Based Defense for Data Poisoning Attacks Against Naive Bayes Spam Filters

David J. Miller, Xinyi Hu, Zhen Xiang +1

Naive Bayes spam filters are highly susceptible to data poisoning attacks. Here, known spam sources/blacklisted IPs exploit the fact that their received emails will be treated as (…