Addressing Unique Fairness Obstacles within Federated Learning
- Annie Abay
- Ebube Chuba
- et al.
- 2021
- AAAI 2021
Workshop paper
Publications
124 results for Data and AI Security
A Study on the Security Implications of Information Leakages in Container Clouds
- Xing Gao
- Benjamin Steenkamer
- et al.
- 2021
- IEEE TDSC
PaperThe Discrete Gaussian for Differential Privacy
- Clément L. Canonne
- Gautam Kamath
- et al.
- 2020
- NeurIPS 2020
Conference paperIBM Federated Learning Community Edition: An Interactive Demonstration
- Laura Wynter
- 2020
- NeurIPS 2020
Demo paperFAT: Federated Adversarial Training
- 2020
- NeurIPS 2020
Workshop paperManaging data lineage of O&G machine learning models: The sweet spot for shale use case
- Raphael Thiago
- Renan Souza
- et al.
- 2020
- EAGE Digital 2020
Conference paperA Platform for Disease Intervention Planning
- Charles M. Wachira
- Sekou L. Remy
- et al.
- 2020
- ICHI 2020
Conference paperStackVault: Protection from Untrusted Functions
- Qi Zhang
- Zehra Sura
- et al.
- 2020
- TPS-ISA 2020
Conference paperAdaptive Histogram-based Gradient Boosted Trees For Federated Learning
- Yuya Jeremy Ong
- Yi Zhou
- et al.
- 2020
- INFORMS 2020
TalkECS2: A Fast Erasure Coding Library for GPU-Accelerated Storage Systems with Parallel Direct IO
- Chan Jung Chang
- Jerry Chou
- et al.
- 2020
- CLUSTER 2020
Conference paper