Publications

Our Google Scholar.

• N. Dong, et al,"Defending Against Poisoning Attacks in Federated Learning with Blockchain" in IEEE Transactions on Artificial Intelligence. Available at: https://ai-secure.github.io/DMLW2022/assets/papers/5.pdf

• N. Dong, Z. Wang, J. Sun, M. Kampffmeyer, W. Knottenbelt and E. Xing, "Defending Against Poisoning Attacks in Federated Learning with Blockchain," in IEEE Transactions on Artificial Intelligence, https://ieeexplore.ieee.org/abstract/document/10471193

• Z. Wang, N. Dong, J. Sun, W. Knottenbelt and Y. Guo, "zkFL: Zero-Knowledge Proof-based Gradient Aggregation for Federated Learning," in IEEE Transactions on Big Data, https://ieeexplore.ieee.org/abstract/document/10535217

More papers to come