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Home/Authors/Farhan Sheth

Farhan Sheth

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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Publications per year

1
26

Top categories

NLP×1Crypto×1

Frequent co-authors

Ziyuan Yang1×
Yongying Lan1×
Si Yong Yeo1×

Research Timeline

2026
Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models

The paper introduces HERALD, a token-level cryptographic redaction framework that encrypts only sensitive tokens in clinical text, enabling privacy-preserving LLM deployment without significant loss of utility.

Highlighted terms show continued research focus across papers

Papers

cs.CLcs.CRRecentJun 2, 2026

Selective Token-Level Cryptographic Redaction for Privacy-Preserving Clinical Deployment of Large Language Models

Farhan Sheth, Ziyuan Yang, Yongying Lan, Si Yong Yeo

The paper introduces HERALD, a token-level cryptographic redaction framework that encrypts only sensitive tokens in clinical text, enabling privacy-preserving LLM deployment without significant loss o…

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