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L-Diversity for Data Analysis: Data Swapping with Customized Clustering

Journal of physics. Conference series, 2021-11, Vol.2089 (1), p.12050

2021

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Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)

IEEE journal of biomedical and health informatics, 2020-08, Vol.24 (8), p.2378-2388

2020

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iCAT+: An Interactive Customizable Anonymization Tool Using Automated Translation Through Deep Learning

IEEE transactions on dependable and secure computing, 2024-07, Vol.21 (4), p.2799-2817

2024

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From t-closeness to differential privacy and vice versa in data anonymization

Knowledge-based systems, 2015-01, Vol.74, p.151-158

2015

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A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions

ACM computing surveys, 2021-07, Vol.54 (6), p.1-36

2021

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Use and Understanding of Anonymization and De-Identification in the Biomedical Literature: Scoping Review

Journal of medical Internet research, 2019-05, Vol.21 (5), p.e13484-e13484

2019

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Generating identities with mixture models for speaker anonymization

Computer speech & language, 2022-03, Vol.72, p.101318, Article 101318

2022

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Graph Data Anonymization, De-Anonymization Attacks, and De-Anonymizability Quantification: A Survey

IEEE Communications surveys and tutorials, 2017-01, Vol.19 (2), p.1305-1326

2017

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Data Sharing: An Ethical and Scientific Imperative

JAMA : the journal of the American Medical Association, 2016-03, Vol.315 (12), p.1237

2016

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Anonymization Techniques for Privacy Preserving Data Publishing: A Comprehensive Survey

IEEE access, 2021, Vol.9, p.8512-8545

2021

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Das Reidentifikationspotenzial von strukturierten Gesundheitsdaten

Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz, 2024-02, Vol.67 (2), p.164-170

2024

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Estimating the success of re-identifications in incomplete datasets using generative models

Nature communications, 2019-07, Vol.10 (1), p.3069-9, Article 3069

2019

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The way to data: opinions and recommendations for the provision of health data for secondary use

Časopis lékařů českých, 2023, Vol.162 (2-3), p.61

2023

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Facial Feature Removal for Anonymization of Neurological Image Data

Current directions in biomedical engineering, 2021-08, Vol.7 (1), p.130-134

2021

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Swapping trajectories with a sufficient sanitizer

Pattern recognition letters, 2020-03, Vol.131, p.474-480

2020

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ShareSafe: An Improved Version of SecGraph

KSII transactions on Internet and information systems, 2019-11, Vol.13 (11), p.5731-5754

2019

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Privacy-Preserving Hierarchical Anonymization Framework over Encrypted Data

Denki Gakkai ronbunshi. C, Erekutoronikusu, joho kogaku, shisutemu, 2024-10, Vol.144 (10), p.1011-1019

2024

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Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

Journal of the American Medical Informatics Association : JAMIA, 2018-10, Vol.25 (10), p.1419-1428

2018

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The VoicePrivacy 2020 Challenge: Results and findings

Computer speech & language, 2022-07, Vol.74, p.101362, Article 101362

2022

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Holes in the Geofence: Privacy Vulnerabilities in “Smart” DNS Services

Proceedings on Privacy Enhancing Technologies, 2021-04, Vol.2021 (2), p.151-172

2021

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Privacy-proof Live Surgery Streaming: Development and Validation of a Low-cost, Real-time Robotic Surgery Anonymization Algorithm

Annals of surgery, 2024-07, Vol.280 (1), p.13

2024

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Preparing a collection of radiology examinations for distribution and retrieval

Journal of the American Medical Informatics Association : JAMIA, 2016-03, Vol.23 (2), p.304-310

2016

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Evaluating X-Vector-Based Speaker Anonymization Under White-Box Assessment

Speech and Computer, 2021, Vol.12997, p.100-111

2021

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Anonymisation

International journal of psychoanalysis, 2023-12, Vol.104 (6), p.981-985

Grier, Francis

2023

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Datenschutz im Kontext der medizinischen Nutzung von KI-Systemen: heute und morgen

Zeitschrift für medizinische Ethik, 2021-01, Vol.67 (3), p.351-365

Weichert, Thilo

2021

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L-Diversity for Data Analysis: Data Swapping with Customized Clustering

Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)

iCAT+: An Interactive Customizable Anonymization Tool Using Automated Translation Through Deep Learning

From t-closeness to differential privacy and vice versa in data anonymization

A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions

Use and Understanding of Anonymization and De-Identification in the Biomedical Literature: Scoping Review

Generating identities with mixture models for speaker anonymization

Graph Data Anonymization, De-Anonymization Attacks, and De-Anonymizability Quantification: A Survey

Data Sharing: An Ethical and Scientific Imperative

Anonymization Techniques for Privacy Preserving Data Publishing: A Comprehensive Survey

Das Reidentifikationspotenzial von strukturierten Gesundheitsdaten

Estimating the success of re-identifications in incomplete datasets using generative models

The way to data: opinions and recommendations for the provision of health data for secondary use

Facial Feature Removal for Anonymization of Neurological Image Data

Swapping trajectories with a sufficient sanitizer

ShareSafe: An Improved Version of SecGraph

Privacy-Preserving Hierarchical Anonymization Framework over Encrypted Data

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

The VoicePrivacy 2020 Challenge: Results and findings

Holes in the Geofence: Privacy Vulnerabilities in “Smart” DNS Services

Privacy-proof Live Surgery Streaming: Development and Validation of a Low-cost, Real-time Robotic Surgery Anonymization Algorithm

Preparing a collection of radiology examinations for distribution and retrieval

Evaluating X-Vector-Based Speaker Anonymization Under White-Box Assessment

Anonymisation

Datenschutz im Kontext der medizinischen Nutzung von KI-Systemen: heute und morgen

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