Label flipping attacks against Naive Bayes on spam filtering systems

Zhang, HP; Cheng, N; Zhang, Y; Li, ZB

Zhang, HP (corresponding author), Zhengzhou Univ, Sch Informat Engn, Zhengzhou 450001, Henan, Peoples R China.; Zhang, HP (corresponding author), Zhengzhou Univ, Cooperat Innovat Ctr Internet Healthcare, Zhengzhou 450001, Henan, Peoples R China.; Zhang, HP (corresponding author), Zhengzhou Univ, Sch Software, Zhengzhou 450001, Henan, Peoples R China.

APPLIED INTELLIGENCE, ; ():

Abstract

Label flipping attack is a poisoning attack that flips the labels of training samples to reduce the classification performance of the model. Robustnes......

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