De-Identification

Ask about this topic

Momentum

5 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

Jul 6Week of Sep 21
View on map

Latest papers 14

All topics
CardsList

  1. Adversarial Attacks and Identity Leakage in De-Identification Systems: An Empirical Study

    Sep 22, 2026Felix Rosberg, Cristofer Englund, Eren Erdal Aksoy +1De-IdentificationFace Recognition Model

  2. HYDRO: Towards Non-Reversible Face De-Identification Using a High-Fidelity Hybrid Diffusion and Target-Oriented Approach

    Sep 22, 2026Felix Rosberg, Vitomir Štruc, Cristofer Englund +2Blind Face RestorationFacial Images

  3. Beyond EER: Multi-Dimensional Evaluation of Information Leakage in Speaker De-Identification

    Sep 16, 2026Seungmin Seo, Oleg Aulov, P. Jonathon Phillips +2De-IdentificationSpeaker

    Contractor Associate, National Institute of Standards and Technology, Gaithersburg, MD, USA · Chakra Consulting Inc., Clarksburg, MD, USA · National Institute of Standards and Technology, Gaithersburg, MD, USA

  4. Meddies-PII: A Multilingual Framework for Personally Identifiable Information Extraction in Clinical De-identification

    Sep 14, 2026Linh Uyen Le, Christian Hoang, Huy Hoang HaDe-IdentificationClinical Notes

    Meddies AI, Vietnam

  5. MedDeID enables locally governed clinical-text de-identification from real or synthetic training data

    Sep 9, 2026Stig Hellemans, Tom Stroobants, Elyne Scheurwegs +3De-IdentificationClinical Notes

    Adrem Data Lab, Department of Computer Science, University of Antwerp, Antwerp, Belgium · Antwerp University Hospital (UZA), Edegem, Belgium · Laboratory of Experimental Medicine and Pediatrics (LEMP), University of Antwerp, Antwerp, Belgium

  6. Surrogate Substitution Preserves PHI Detectability: A Multi-Detector Equivalence Study

    Aug 4, 2026Qiming Bao, Sherry J. H. Feng, Kim Chester Eugenio +1De-IdentificationSubstitute

    Custodian Labs

  7. MNC: Scope-Bound Semantic Declassification for Private LLM-Agent Communication

    Aug 3, 2026Jinghan Xu, Longze Fan, Zeyuan Wang +2DisclosuresLanguage-Model Agents

    1Nankai University, China · 2China University of Petroleum, China · 3Sun Yat-sen University, China +1

  8. Face De-Identification: A Domain-Centric Survey from Capture to Processing

    Jul 28, 2026Hui Wei, Hao Yu, Guoying ZhaoFace Recognition ModelDe-Identification

    ELLIS Institute Finland, Espoo, 02150, Finland · Center for Machine Vision and Signal Analysis, University of Oulu, 90570 Oulu, Finland

  9. REDACT: A Systematically Controlled Multilingual Benchmark for Personal Information Detection

    Jun 18, 2026Guneesh Vats, Anubha Agrawal, Shikha Singhal +5De-IdentificationMultilingual Benchmark

    ServiceNow

  10. Redact or Keep? A Fully Local AI Cascade for Educational Dialogue De-Identification

    Jun 16, 2026Haocheng Zhang, Zhuqian Zhou, Kirk Vanacore +2De-IdentificationTranscript

    Cornell University, Ithaca, NY, USA

  11. Vision Language Model Helps Private Information De-Identification in Vision Data

    Jun 8, 2026Tiejin Chen, Pingzhi Li, Kaixiong Zhou +2De-IdentificationOptical Character Recognition

    Arizona State University · University of North Carolina at Chapel Hill · North Carolina State University

  12. SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)

    Jun 6, 2026Steven Golob, Sikha Pentyala, Martine De CockSynthetic Tabular DataMembership Inference Attacks

    School of Engineering and Technology, University of Washington Tacoma, Tacoma, WA, USA · Department of Mathematics, Computer Science, and Statistics, Ghent University, Gent, Belgium

  13. SHIELD: A Diverse Clinical Note Dataset and Distilled Small Language Models for Enterprise-Scale De-identification

    May 5, 2026Jose D. Posada, David Love, Somalee Datta +1De-IdentificationClinical Notes

    Technology & Digital Solutions Stanford Medicine · Stanford Medicine

  14. Differentially Private De-identification of Dutch Clinical Notes: A Comparative Evaluation

    Apr 23, 2026Michele Miranda, Xinlan Yan, Nishant Mishra +4De-IdentificationClinical Notes

    Sapienza University of Rome · Amsterdam UMC · University of Amsterdam +1