Causal-Privacy Audit Workflow for Synthetic and Distilled Data in Dropout Support

Hanghang Zheng, Xiwei Zhuang, Zhong Wang +4

Synthetic and distilled student data are increasingly used to enable privacy-conscious learning analytics, yet their suitability for decision-facing institutional support remains u…