6 citations · 6 across the 1 of their papers we have counts for
2 papers
cs.CR2018
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 (…
cs.CR2017★ 6 cited
Adversarial Learning: A Critical Review and Active Learning Study
David J. Miller, Xinyi Hu, Zhicong Qiu +1
This papers consists of two parts. The first is a critical review of prior art on adversarial learning, identifying some significant limitations of previous works. The second part…