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Academic Journal

Privacy protection control for mobile apps users

Subjects: control of computing systems location privacy differential-privacy modeling Sampled-Data Control; [SPI.AUTO]Engineering Sciences [physics]/Automatic; [INFO]Computer Science [cs]

  • Source: ISSN: 0967-0661 ; Control Engineering Practice ; https://hal.science/hal-03977386 ; Control Engineering Practice, 2023, 134 (May), pp.105456. ⟨10.1016/j.conengprac.2023.105456⟩.

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Academic Journal

Quantum Differential Privacy: An Information Theory Perspective

Subjects: Differential privacy; Quantum computing; Quantum mechanics

  • Source: ISSN: 0018-9448 ; IEEE Transactions on Information Theory ; https://hal.science/hal-04386711 ; IEEE Transactions on Information Theory, 2023, 69 (9), pp.5771-5787.

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Conference

A masking protocol for private communication and attack detection in nonlinear observers

Subjects: Cyber-security; Eavesdropping; PrivacySingapour; Singapore

  • Source: 62nd IEEE Conference on Decision and Control (CDC 2023)https://hal.science/hal-0419626662nd IEEE Conference on Decision and Control (CDC 2023), IEEE, Dec 2023, Singapour, Singapore.

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Conference

Private Statistical Estimation of Many Quantiles

Subjects: Quantiles; Differential Privacy; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Honolulu; United States

  • Source: ICML 2023 - 40th International Conference on Machine Learning ; https://hal.science/hal-03986170 ; ICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu, United States

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Conference

Can sparsity improve the privacy of neural networks?

Subjects: Neural Networks; Privacy; SparsityGrenoble; France

  • Source: GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images ; https://hal.science/hal-04062317 ; GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des

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Conference

Towards an evolution in the characterization of the risk of re-identification of medical images

Subjects: Privacy; Risk Assessment; Re-IdentificationSorrento; ItalySorrento, Italy

  • Source: BigData 2023 - IEEE International Conference on Big Data ; https://hal.science/hal-04299422 ; BigData 2023 - IEEE International Conference on Big Data, Dec 2023, Sorrento, Italy. pp.1-6

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Conference

Private Statistical Estimation of Many Quantiles

Subjects: Quantiles; Differential Privacy; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]Honolulu; United States

  • Source: ICML 2023 - 40th International Conference on Machine Learning ; https://hal.science/hal-03986170 ; ICML 2023 - 40th International Conference on Machine Learning, Jul 2023, Honolulu, United States

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Conference

Sparsity in neural networks can improve their privacy ; La parcimonie des réseaux de neurones peut améliorer leur confidentialité

Subjects: Neural Networks; Privacy; SparsityGrenoble; France

  • Source: GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images ; https://hal.science/hal-04062317 ; GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des

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Conference

Shielding Federated Learning Systems against Inference Attacks with ARM TrustZone

Subjects: • Security and privacy → Distributed systems security Federated Learning; privacy; Trusted Execution EnvironmentQuébec CityQuébec City, Canada, Canada

  • Source: Proceedings of the 23rd ACM/IFIP International Middleware Conference ; Middleware '22: Proceedings of the 23rd ACM/IFIP International Middleware Conference ; https://hal.science/hal-03815963 ;

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Academic Journal

On the Statistical Complexity of Estimation and Testing under Privacy Constraints

Subjects: Privacy; Estimation; Testing

  • Source: ISSN: 2835-8856 ; Transactions on Machine Learning Research Journal ; https://hal.science/hal-03794374 ; Transactions on Machine Learning Research Journal, 2023 ;

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