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2020 – today
- 2024
[j6]Fei Zhang, Patrick P. K. Chan, Zhi-Min He, Daniel S. Yeung:
Unsupervised contaminated user profile identification against shilling attack in recommender system. Intell. Data Anal. 28(6): 1411-1426 (2024)- 2022
- [j5]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: 758-773 (2022) - 2021
- [j4]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): 103-116 (2021)
2010 – 2019
- 2018
- [j3]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): 1039-1052 (2018) - [c6]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: 673-678 - 2015
- [j2]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): 607-619 (2015) - [c5]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: 168-180 - 2014
- [j1]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: 211-224 (2014) - 2012
- [c4]Zhi-Min He:
Cost-sensitive steganalysis with stochastic sensitvity and cost sensitive training error. ICMLC 2012: 349-354 - 2011
- [c3]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: 1690-1695 - 2010
- [c2]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: 500-505 - [c1]Zhi-Min He, Wing W. Y. Ng, Patrick P. K. Chan, Daniel S. Yeung:
Steganography detection using localized generalization error model. SMC 2010: 1544-1549
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