GraphProfiler: Source-Linked Sensitive Attribute Inference via Personal Knowledge Graphs
Sensitive attributes such as age, income, and occupation can be inferred from user-generated content by aggregating indirect cues across many ordinary posts. LLM-based profilers can perform this aggregation automatically and with high accuracy, which makes large-scale personal attribute inference a major privacy threat...
Ahmed Sohair Khan, Estrid He, Chenglong Ma et al.
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