Feature selection for blind steganalysis using localized generalization error model. - Zhi-Min He; Wing W. Y. Ng; Patrick P. K. Chan; Daniel S. Yeung (ICMLC, 2010)

Steganography detection using localized generalization error model. - Zhi-Min He; Wing W. Y. Ng; Patrick P. K. Chan; Daniel S. Yeung (SMC, 2010)

Blind steganalysis with high generalization capability for different image databases using L-GEM. - Wing W. Y. Ng; Zhi-Min He; Patrick P. K. Chan; Daniel S. Yeung (ICMLC, 2011)

Cost-sensitive steganalysis with stochastic sensitvity and cost sensitive training error. - Zhi-Min He (ICMLC, 2012)

Steganalysis classifier training via minimizing sensitivity for different imaging sources. - Wing W. Y. Ng; Zhi-Min He; Daniel S. Yeung; Patrick P. K. Chan (Inf. Sci., 2014)

One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. - Battista Biggio; Igino Corona; Zhi-Min He; Patrick P. K. Chan; Giorgio Giacinto; Daniel S. Yeung; Fabio Roli (MCS, 2015)

Quantification of side-channel information leaks based on data complexity measures for web browsing. - Zhi-Min He; Patrick P. K. Chan; Daniel S. Yeung; Witold Pedrycz; Wing W. Y. Ng (Int. J. Mach. Learn. Cybern., 2015)

Detection Of Shilling Attack In Collaborative Filtering Recommender System By Pca And Data Complexity. - Fei Zhang; Zi-Jun Deng; Zhi-Min He; Xiao-Chuan Lin; Li-Li Sun (ICMLC, 2018)

Data sanitization against adversarial label contamination based on data complexity. - Patrick P. K. Chan; Zhi-Min He; Hongjiang Li; Chien-Chang Hsu (Int. J. Mach. Learn. Cybern., 2018)

Causative label flip attack detection with data complexity measures. - Patrick P. K. Chan; Zhi-Min He; Xian Hu; Eric C. C. Tsang; Daniel S. Yeung; Wing W. Y. Ng (Int. J. Mach. Learn. Cybern., 2021)

A concealed poisoning attack to reduce deep neural networks' robustness against adversarial samples. - Junhao Zheng; Patrick P. K. Chan; Huiyang Chi; Zhi-Min He (Inf. Sci., 2022)

Unsupervised contaminated user profile identification against shilling attack in recommender system. - Fei Zhang; Patrick P. K. Chan; Zhi-Min He; Daniel S. Yeung (Intell. Data Anal., 2024)