Decentralised, Collaborative, and Privacy-preserving Machine Learning for Multi-Hospital Data.
CoRR, 2024
Privacy-Preserving Federated Learning for Coverage Prediction.
Proceedings of the 35th IEEE International Symposium on Personal, 2024
Robust and Actively Secure Serverless Collaborative Learning.
CoRR, 2023
Robust and Actively Secure Serverless Collaborative Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proof-of-Learning is Currently More Broken Than You Think.
Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023
On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning.
CoRR, 2022