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Conference

Privacy leakages on NLP models and mitigations through a use case on medical data

Subjects: machine learning; natural language processing; membership inferenceAnnecy; France

  • Source: COMPAS 2023 - Conférence francophone d'informatique en Parallélisme, Architecture et Système ; https://inria.hal.science/hal-04138528 ; COMPAS 2023 - Conférence francophone d'informatique en

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Academic Journal

Privacy in Speech and Language Technology

Subjects: Privacy; Speech and Language Technology; Privacy Enhancing Technologies

  • Source: ISSN: 2192-5283 ; Dagstuhl Reports ; https://inria.hal.science/hal-04015119 ; Dagstuhl Reports, 2023, 12 (8), pp.60-102. ⟨10.4230/DagRep.12.8.60⟩.

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Conference

PGPregel: An End-to-End System for Privacy-Preserving Graph Processing in Geo-Distributed Data Centers

Subjects: Graph processing; Differential privacy; Cloud ComputtingSan Francisco California; United States

  • Source: Proceedings of the 13th Symposium on Cloud Computing ; SoCC '22: ACM Symposium on Cloud Computing ; https://hal.science/hal-03879423 ; SoCC '22: ACM Symposium on Cloud Computing, Association for

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Conference

Risk Analysis for Unsupervised Privacy-Preserving Tools ⋆

Subjects: Differential Privacy; Privacy Regularization; Unsupervised RiskTirrenia (Pisa); Italy

  • Source: Proceedings of SEBD'22: 30th Symposium on Advanced Database Systems ; SEBD'22: 30th Symposium on Advanced Database Systems ; https://hal.science/hal-04278402 ; SEBD'22: 30th Symposium on Advanced

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Conference

Enhancing speech privacy with slicing

Subjects: anonymization; speaker verification; automatic speech recognitionIncheon; South Korea

  • Source: Interspeech 2022 - Human and Humanizing Speech Technology ; https://inria.hal.science/hal-03369137 ; Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea

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Conference

Adapting Language Models When Training on Privacy-Transformed Data

Subjects: language model adaptation; privacy-preserving learning; speech recognitionMarseille; France

  • Source: LREC 2022 - 13th Language Resources and Evaluation Conference ; https://inria.hal.science/hal-03189354 ; LREC 2022 - 13th Language Resources and Evaluation Conference, Jun 2022, Marseille, France

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Conference

Unsupervised Risk for Privacy

Subjects: Differential privacy; Regularization; Unsupervised trainingOrlando (virtual); United States

  • Source: Proceedings of IEEE Big Data 2021, Special Session on Privacy and Security of Big Data ; IEEE BigData, Special Session on Privacy and

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Conference

On the invertibility of a voice privacy system using embedding alignement

Subjects: Voice Privacy; Automatic Speaker Verification; Procrustes AnalysisCartagena; Colombia

  • Source: ASRU 2021 - IEEE Automatic Speech Recognition and Understanding Workshop ; https://hal.science/hal-03356021 ; ASRU 2021 - IEEE Automatic Speech Recognition and Understanding Workshop, Dec 2021,

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Conference

FOX: Fooling with Explanations Privacy Protection with Adversarial Reactions in Social Media

Subjects: Social Networks; Privacy; Adversarial Machine LearningAuckland/Virtual; New Zealand

  • Source: PST 2021 - 18th Annual International Conference on Privacy, Security and Trust ; https://inria.hal.science/hal-03480304 ; PST 2021 - 18th Annual International Conference

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