Xiaozhang Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Histopathology Images

Adaptive Threshold

Top Venues

Int. J. Intell. Syst.

J. Ambient Intell. Humaniz. Comput.

Publications

Lang Li, Xiaojun Ren, Hongyang Yan, Xiaozhang Liu, Zhenxin Zhang
Pseudo unlearning via sample swapping with hash. Inf. Sci. 662 (2024)
Yujian Liu, Xiaozhang Liu, Yuan Qi
Adaptive Threshold Learning in Frequency Domain for Classification of Breast Cancer Histopathological Images. Int. J. Intell. Syst. 2024 (2024)
Anli Yan, Xiaozhang Liu, Wanman Li, Hongwei Ye, Lang Li
Explanation-Guided Adversarial Example Attacks. Big Data Res. 36 (2024)
Anli Yan, Teng Huang, Lishan Ke, Xiaozhang Liu, Qi Chen, Changyu Dong
Explanation leaks: Explanation-guided model extraction attacks. Inf. Sci. 632 (2023)
Anli Yan, Ruitao Hou, Hongyang Yan, Xiaozhang Liu
Explanation-based data-free model extraction attacks. World Wide Web (WWW) 26 (5) (2023)
Yanfei Zhu, Yaochi Zhao, Zhuhua Hu, Xiaozhang Liu, Anli Yan
Zeroth-Order Gradient Approximation Based DaST for Black-Box Adversarial Attacks. ICIC (1) (2023)
Anli Yan, Hongyang Yan, Li Hu, Xiaozhang Liu, Teng Huang
Holistic Implicit Factor Evaluation of Model Extraction Attacks. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Anli Yan, Ruitao Hou, Xiaozhang Liu, Hongyang Yan, Teng Huang, Xianmin Wang
Towards explainable model extraction attacks. Int. J. Intell. Syst. 37 (11) (2022)
Xiaozhang Liu, Lang Li, Xueyang Wang, Li Hu
Adversarial examples generated from sample subspace. Comput. Stand. Interfaces 82 (2022)
Hongwei Ye, Xiaozhang Liu
Feature autoencoder for detecting adversarial examples. Int. J. Intell. Syst. 37 (10) (2022)
Yuan Qi, Xiaozhang Liu, Hua Li, Mingting Liu, Wei Li
Discrete Wavelet Transform-Based CNN for Breast Cancer Classification from Histopathology Images. ML4CS (1) (2022)
Hongwei Ye, Xiaozhang Liu, Chunlai Li
DSCAE: a denoising sparse convolutional autoencoder defense against adversarial examples. J. Ambient Intell. Humaniz. Comput. 13 (3) (2022)
Hongwei Ye, Xiaozhang Liu, Anli Yan, Lang Li, Xiulai Li
Detect Adversarial Examples by Using Feature Autoencoder. ICAIS (3) (2022)
Shuoyu Dong, Xiaozhang Liu, Xiulai Li, GengQuan Xie, Xin Tang
A Novel Pruning Method Based on Correlation Applied in Full-Connection Layer Neurons. ICAIS (2) (2022)
Wanman Li, Xiaozhang Liu, Anli Yan, Jie Yang
Kernel-based adversarial attacks and defenses on support vector classification. Digit. Commun. Networks 8 (4) (2022)
Mingting Liu, Xiaozhang Liu, Anli Yan, Yuan Qi, Wei Li
Explanation-Guided Minimum Adversarial Attack. ML4CS (1) (2022)
Xiaozhang Liu, Lifeng Zhang, Tao Li, Dejian Wang, Zhaojie Wang
Dual attention guided multi-scale CNN for fine-grained image classification. Inf. Sci. 573 (2021)
Kanghua Mo, Xiaozhang Liu, Teng Huang, Anli Yan
Querying little is enough: Model inversion attack via latent information. Int. J. Intell. Syst. 36 (2) (2021)
Yang Li, Xiaozhang Liu, Zhu-Hong You, Li-Ping Li, Jian-Xin Guo, Zheng Wang
A computational approach for predicting drug-target interactions from protein sequence and drug substructure fingerprint information. Int. J. Intell. Syst. 36 (1) (2021)
Li Hu, Hongyang Yan, Lang Li, Zijie Pan, Xiaozhang Liu, Zulong Zhang
MHAT: An efficient model-heterogenous aggregation training scheme for federated learning. Inf. Sci. 560 (2021)
Shan Ai, Sheng Hong, Xinyang Zheng, Yue Wang, Xiaozhang Liu
CSRT rumor spreading model based on complex network. Int. J. Intell. Syst. 36 (5) (2021)
Xiaozhang Liu, Xinying Yu, Haojia Zhu, Guoyu Yang, Yilei Wang, Xiaomei Yu
A game-theoretic approach of mixing different qualities of coins. Int. J. Intell. Syst. 35 (12) (2020)
Wanman Li, Xiaozhang Liu
Kernel Optimization in SVM for Defense Against Adversarial Attacks. CSS (2020)
Xiaozhang Liu, Hui Liu, Yuxiu Lin
Video frame interpolation via optical flow estimation with image inpainting. Int. J. Intell. Syst. 35 (12) (2020)
Xiaozhang Liu, Hongwei Ye
Dual-kernel based 2D linear discriminant analysis for face recognition. J. Ambient Intell. Humaniz. Comput. 6 (5) (2015)
Hongwei Ye, Linfang Yang, Xiaozhang Liu
Optimizing Weight and Threshold of BP Neural Network Using SFLA: Applications to Nonlinear Function Fitting. EIDWT (2013)
Jingtao Fu, Xiaozhang Liu
A Simple Kernel Method with Shannon Wavelet Kernel for Face Recognition. CSO (1) (2009)