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Jinfei Liu

3 accepted papers

2025

DataSIR: A Benchmark Dataset for Sensitive Information Recognition

NeurIPS 2025poster

With the rapid development of artificial intelligence technologies, the demand for training data has surged, exacerbating risks of data leakage. Despite increasing incidents and costs associated with such leaks, data leakage prevention (DLP) technologies lag behind evolving evasion techniques that b…

Cited by 0SourcecodeScholar
2024

Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables

NeurIPS 2024poster

The state-of-the-art feature attribution methods often neglect the influence of unobservable confounders, posing a risk of misinterpretation, especially when it is crucial for the interpretation to remain faithful to the data. To counteract this, we propose a new approach, data-faithful feature attr…

Cited by 1SourcePDFScholar
2023

CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation

NeurIPS 2023poster

A privacy policy serves as an online internet protocol crafted by service providers, which details how service providers collect, process, store, manage, and use personal information when users engage with applications. However, these privacy policies are often filled with technobabble and legalese,…