Publications

52 results for Nathalie Baracaldo

TIFF: Tokenized Incentive for Federated Learning
- - Jingoo Han
  - Ahmad Faraz Khan
  - et al.
- 2022
- CLOUD 2022
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
- - Runhua Xu
  - Nathalie Baracaldo
  - et al.
- 2022
- CLOUD 2022
The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game
- - Zahra Ashktorab
  - Casey Dugan
  - et al.
- 2021
- IUI 2021
Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
- - Syed Zawad
  - Ahsan Ali
  - et al.
- 2021
- AAAI 2021
Addressing Unique Fairness Obstacles within Federated Learning
- - Annie Abay
  - Ebube Chuba
  - et al.
- 2021
- AAAI 2021
Adaptive Histogram-based Gradient Boosted Trees For Federated Learning
- - Yuya Jeremy Ong
  - Yi Zhou
  - et al.
- 2020
- INFORMS 2020
TiFL: A Tier-based Federated Learning System
- - Zheng Chai
  - Ahsan Ali
  - et al.
- 2020
- HPDC 2020
Adversarial Robustness Toolbox v1.0.0
- - Maria-irina Nicolae
  - Mathieu Sinn
  - et al.
- 2019
- arXiv
Hybridalpha: An efficient approach for privacy-preserving federated learning
- - Runhua Xu
  - Nathalie Baracaldo
  - et al.
- 2019
- AISec/CCS 2019
A hybrid approach to privacy-preserving federated learning
- - Stacey Truex
  - Thomas Steinke
  - et al.
- 2019
- AISec/CCS 2019