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复杂系统管理与控制... [10]
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Improving the Data Quality for Credit Card Fraud Detection
会议论文
, Arlington, VA, USA, 2022-11
Authors:
Rongrong Jing
;
Hu Tian
;
Yidi Li
;
Xingwei Zhang
;
Xiaolong Zheng
;
Zhu Zhang
;
Daniel Dajun Zeng
Adobe PDF(472Kb)
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View/Download:136/19
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Submit date:2022/06/17
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
Favorite
  |  
View/Download:28/0
  |  
Submit date:2022/11/14
Perturbation methods
Semantics
Computational modeling
Codes
Task analysis
Privacy
Software
Adversarial perturbation
deep neural network (DNN)
privacy protection
semantic retrieval
Towards Human-Machine Recognition Alignment: An Adversarilly Robust Multimodal Retrieval Hashing Framework
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 13
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Liu, Bin
;
Wang, Xiao
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
Favorite
  |  
View/Download:27/0
  |  
Submit date:2022/11/14
Training
Task analysis
Semantics
Perturbation methods
Feature extraction
Computational modeling
Robustness
Adversarial perturbation
adversarially robust training
deep hashing
multimodal retrieval
Self-Training Based Semi-Supervised and Semi-Paired Hashing Cross-Modal Retrieval
会议论文
, Padua, Italy, 2022-07
Authors:
Rongrong Jing
;
Hu Tian
;
Xingwei Zhang
;
Gang Zhou
;
Xiaolong Zheng
;
Dajun Zeng
Adobe PDF(682Kb)
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View/Download:98/15
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Submit date:2022/06/17
epsilon-k anonymization and adversarial training of graph neural networks for privacy preservation in social networks
期刊论文
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS, 2021, 卷号: 50, 页码: 17
Authors:
Tian, Hu
;
Zheng, Xiaolong
;
Zhang, Xingwei
;
Zeng, Daniel Dajun
Favorite
  |  
View/Download:49/0
  |  
Submit date:2021/12/28
Privacy preservation
Anonymization
Graph neural networks
Social network
Adversarial Perturbation Defense on Deep Neural Networks
期刊论文
ACM COMPUTING SURVEYS, 2021, 卷号: 54, 期号: 8, 页码: 36
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
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View/Download:45/0
  |  
Submit date:2021/12/28
Adversarial perturbation defense
deep neural networks
security
origin
Analyzing the Hidden Causal Interactions in Large-Scale Social Networks: A Case Study on GameStop
会议论文
, Beijing, China, 2021-07-15 _ 2021-08-15
Authors:
Gang Zhou
;
Rongrong Jing
;
Xiaolong Zheng
;
Xingwei Zhang
;
Hu Tian
;
Daniel Dajun Zeng
Adobe PDF(833Kb)
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View/Download:49/4
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Submit date:2022/06/17
A GNN-based Few-shot learning model on the Credit Card Fraud detection
会议论文
, Beijing, China, 2021-07-15_2021-08-15
Authors:
Rongrong Jing
;
Hu Tian
;
Gang Zhou
;
Xingwei Zhang
;
Xiaolong Zheng
;
Daniel Dajun Zeng
Adobe PDF(430Kb)
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View/Download:50/12
  |  
Submit date:2022/06/17
A Graph-Based Semi-Supervised Fraud Detection Framework
会议论文
, Beijing, China, 2021-05-31
Authors:
Rongrong Jing
;
Xiaolong Zheng
;
Hu Tian
;
Xingwei Zhang
;
Weiyun Chen
;
Dash Desheng Wu
;
Daniel Dajun Zeng
Adobe PDF(1227Kb)
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View/Download:46/5
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Submit date:2022/06/17
The dynamic interdependence of international financial markets: An empirical study on twenty-seven stock markets
期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 卷号: 2017, 期号: 472, 页码: 32-42
Authors:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Zeng, Daniel Dajun
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Adobe PDF(3811Kb)
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View/Download:238/56
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Submit date:2017/05/05
Dynamic Interdependence
Influence Strength
Minimum Spanning Tree
Cross Correlation