Zhi-Min He

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 4

Top Topics

Exptime Complete

Collaborative Filtering

Multiple Classifier Systems

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Junhao Zheng, Patrick P. K. Chan, Huiyang Chi, Zhi-Min He
A concealed poisoning attack to reduce deep neural networks' robustness against adversarial samples. Inf. Sci. 615 (2022)
Patrick P. K. Chan, Zhi-Min He, Xian Hu, Eric C. C. Tsang, Daniel S. Yeung, Wing W. Y. Ng
Causative label flip attack detection with data complexity measures. Int. J. Mach. Learn. Cybern. 12 (1) (2021)
Fei Zhang, Zi-Jun Deng, Zhi-Min He, Xiao-Chuan Lin, Li-Li Sun
Detection Of Shilling Attack In Collaborative Filtering Recommender System By Pca And Data Complexity. ICMLC (2018)
Patrick P. K. Chan, Zhi-Min He, Hongjiang Li, Chien-Chang Hsu
Data sanitization against adversarial label contamination based on data complexity. Int. J. Mach. Learn. Cybern. 9 (6) (2018)
Zhi-Min He, Patrick P. K. Chan, Daniel S. Yeung, Witold Pedrycz, Wing W. Y. Ng
Quantification of side-channel information leaks based on data complexity measures for web browsing. Int. J. Mach. Learn. Cybern. 6 (4) (2015)
Battista Biggio, Igino Corona, Zhi-Min He, Patrick P. K. Chan, Giorgio Giacinto, Daniel S. Yeung, Fabio Roli
One-and-a-Half-Class Multiple Classifier Systems for Secure Learning Against Evasion Attacks at Test Time. MCS (2015)
Wing W. Y. Ng, Zhi-Min He, Daniel S. Yeung, Patrick P. K. Chan
Steganalysis classifier training via minimizing sensitivity for different imaging sources. Inf. Sci. 281 (2014)
Zhi-Min He
Cost-sensitive steganalysis with stochastic sensitvity and cost sensitive training error. ICMLC (2012)
Wing W. Y. Ng, Zhi-Min He, Patrick P. K. Chan, Daniel S. Yeung
Blind steganalysis with high generalization capability for different image databases using L-GEM. ICMLC (2011)
Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung
Steganography detection using localized generalization error model. SMC (2010)
Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung
Feature selection for blind steganalysis using localized generalization error model. ICMLC (2010)