Yifan Sun
1 indexed paper
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126
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Crypto×1
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2026
Mask-Free Privacy Extraction and Rewriting: A Domain-Aware Approach via Prototype Learning
The paper proposes DAMPER, a domain-aware framework that autonomously extracts and rewrites private information from text while providing rigorous differential privacy guarantees, significantly improving the privacy-utility trade-off.
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cs.CRRecentApr 11, 2026
Mask-Free Privacy Extraction and Rewriting: A Domain-Aware Approach via Prototype Learning
Xiaodong Li, Yuhua Wang, Qingchen Yu, Zixuan Qin +4 more
The paper proposes DAMPER, a domain-aware framework that autonomously extracts and rewrites private information from text while providing rigorous differential privacy guarantees, significantly improv…
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