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Raouf Kerkouche

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Im Oberen Werk 1
66386 St. Ingbert (Germany)

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Publications by Raouf Kerkouche

Year 2024

2024-10

Private and Collaborative Kaplan-Meier Estimators

Conference / Medium

Workshop on Privacy in the Electronic Society (WPES)

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2024-09-11

Privacy-Aware Document Visual Question Answering

Conference / Medium

International Conference on Document Analysis and Recognition (ICDAR)

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Authors
  • Rubèn Tito
  • Khanh Nguyen
  • Marlon Tobaben
  • Raouf Kerkouche
  • Mohamed Ali Souibgui
  • Kangsoo Jung
  • Joonas Jälkö
  • Vincent Poulain D’Andecy
  • Aurelie Joseph
  • Lei Kang
  • Ernest Valveny
  • Antti Honkela
  • Mario Fritz
  • Dimosthenis Karatzas
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2024-07

Towards Biologically Plausible and Private Gene Expression Data Generation

Conference / Medium

Privacy Enhancing Technologies Symposium (PETS)

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2024-07

FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations

Conference / Medium

Privacy Enhancing Technologies Symposium (PETS)

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2024-04

A Unified View of Differentially Private Deep Generative Modeling.

Article

Transactions on Machine Learning Research (TMLR)

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Year 2023

2023-11-26

Client-specific Property Inference against Secure Aggregation in Federated Learning.

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ACM Conference on Computer and Communications Security (CCS)

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2023-09-20

FedLAP-DP: Federated Learning by Sharing Differentially Private Loss Approximations

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International Conference on Learning Representations (ICLR)

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Year 2022

2022-10-31

Private Set Generation with Discriminative Information

Conference / Medium

Conference on Neural Information Processing Systems (NeurIPS)

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2022-04

Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data

Conference / Medium

Conference on Health, Inference, and Learning (CHIL)

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