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cs.CL2025
How do we measure privacy in text? A survey of text anonymization metrics
Yaxuan Ren, Krithika Ramesh, Yaxing Yao +1
In this work, we aim to clarify and reconcile metrics for evaluating privacy protection in text through a systematic survey. Although text anonymization is essential for enabling N…
cs.HC2025★ 1 cited
Teaching Data Science Students to Sketch Privacy Designs through Heuristics (Extended Technical Report)
Jinhe Wen, Yingxi Zhao, Wenqian Xu +2
Recent studies reveal that experienced data practitioners often draw sketches to facilitate communication around privacy design concepts. However, there is limited understanding of…