Pinned

1. Learning-to-Reweight-Examples-for-Robust-Deep-Learning-with-PyTorch-Higher Learning-to-Reweight-Examples-for-Robust-Deep-Learning-with-PyTorch-Higher Public

   An implementation of the paper "Learning to Reweight Examples for Robust Deep Learning" from ICML 2018 with PyTorch and Higher.

   Jupyter Notebook 27 4

2. Defending-Against-Backdoors-with-Robust-Learning-Rate Defending-Against-Backdoors-with-Robust-Learning-Rate Public

   The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".

   Python 28 21

3. Fairness-Robustness-in-FedLearning Fairness-Robustness-in-FedLearning Public

   Code of TPS-ISA 2021 paper titled "The Impact of Data Distribution on Fairness and Robustness in Federated Learning"

   Python 3 1

4. BiFair BiFair Public

   Code of ICLR SRML paper titled "Fair Machine Learning under Limited Demographically Labeled Data"

   Python 3 1

5. RelaxLoss RelaxLoss Public

   An implementation of ICLR 22 paper "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" in PyTorch

   Python

6. controlling-llm-memorization controlling-llm-memorization Public

   Forked from amazon-science/controlling-llm-memorization

   Code of ACL 23 paper titled "Controlling the Extraction of Memorized Data from Large Language Models"

   Python 1