TiFL: A Tier-based Federated Learning System
- Zheng Chai
- Ahsan Ali
- et al.
- 2020
- HPDC 2020
Conference paper
Publications
56 results for Nathalie Baracaldo
Adversarial Robustness Toolbox v1.0.0
- Maria-irina Nicolae
- Mathieu Sinn
- et al.
- 2019
- arXiv
PaperHybridalpha: An efficient approach for privacy-preserving federated learning
- Runhua Xu
- Nathalie Baracaldo
- et al.
- 2019
- AISec/CCS 2019
Conference paperA hybrid approach to privacy-preserving federated learning
- Stacey Truex
- Thomas Steinke
- et al.
- 2019
- AISec/CCS 2019
Conference paperUsing BPM technology to deploy and manage distributed analytics in collaborative IoT-driven business scenarios
- Tim D'Hondt
- Anna Wilbik
- et al.
- 2019
- IoT 2019
Conference paperUser Centered and Privacy-Driven Process Mining System Design: (Extended Abstract)
- Judith Michael
- Agnes Koschmider
- et al.
- 2019
- Informatik-Spektrum
PaperA Hybrid Approach to Privacy-Preserving Federated Learning: (Extended Abstract)
- Stacey Truex
- Nathalie Baracaldo
- et al.
- 2019
- Informatik-Spektrum
PaperPrivacy-preserving Process Mining: Differential: Privacy for Event Logs (Extended Abstract)
- Felix Mannhardt
- Agnes Koschmider
- et al.
- 2019
- Informatik-Spektrum
PaperPrivacy-Preserving Process Mining: Differential Privacy for Event Logs
- Felix Mannhardt
- Agnes Koschmider
- et al.
- 2019
- BISE
PaperTowards taming the resource and data heterogeneity in federated learning
- Zheng Chai
- Hannan Fayyaz
- et al.
- 2019
- OpML 2019
Conference paper