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ORCIDIEEE Data Engineering Bulletin, Volume 47
Volume 47, Number 1, March 2024
Letters
- Haixun Wang:
Letter from the Editor-in-Chief. 1 - Steven Euijong Whang:
Letter from the Special Issue Editor. 2
Special Issue on Data-centric Responsible AI
- Nima Shahbazi, Mahdi Erfanian, Abolfazl Asudeh
:
Coverage-based Data-centric Approaches for Responsible and Trustworthy AI. 3-17 - Jiongli Zhu, Babak Salimi:
Overcoming Data Biases: Towards Enhanced Accuracy and Reliability in Machine Learning. 18-35 - Senjuti Basu Roy:
Fairness and Robustness in Answering Preference Queries. 36-47 - Jindong Wang, Xixu Hu, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Wei Ye, Haojun Huang, Xiubo Geng, Binxing Jiao, Yue Zhang, Xing Xie:
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective. 48-62 - Stefan Grafberger, Zeyu Zhang, Sebastian Schelter, Ce Zhang:
Red Onions, Soft Cheese and Data: From Food Safety to Data Traceability for Responsible AI. 63-81
Volume 47, Number 2, June 2024
Letters
- Haixun Wang:
Letter from the Editor-in-Chief. 1 - Xiaokui Xiao:
Letter from the Special Issue Editor. 2
Special Issue on Privacy-preserving Data Management
- Donghyun Sohn, Xiling Li, Jennie Rogers:
Everything You Always Wanted to Know About Secure and Private Database Systems (but were Afraid to Ask). 3-20 - Xi He, Shufan Zhang:
Differential Privacy with Fine-Grained Provenance: Opportunities and Challenges. 21-49 - Carlos Gavidia-Calderon, Steve Harris, Markus Hauru, Florimond Houssiau, Carsten Maple, Iain Stenson, May Yong:
Transparent Decisions: Selective Information Disclosure To Generate Synthetic Data. 50-66 - Yulian Mao, Qingqing Ye, Qi Wang, Haibo Hu:
Differential Privacy for Time Series: A Survey. 67-92 - Islam A. Monir, Muhamad I. Fauzan, Gabriel Ghinita:
A Review of Adaptive Techniques and Data Management Issues in DP-SGD. 93-124 - Md. Khairul Islam, Andrew Wang, Tianhao Wang, Yangfeng Ji, Judy Fox, Jieyu Zhao:
Does Differential Privacy Impact Bias in Pretrained Language Models? 125-137
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