@inproceedings{ijcai2026p73, title = {Sparsification Under Siege: Dual-Level Defense Against Poisoning in Communication-Efficient Federated Learning}, author = {Jin, Zhiyong and Xu, Runhua and Li, Chao and Liu, Yizhong and Li, Jianxin and Joshi, James}, booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, editor = {Diego Calvanese}, pages = {644--651}, year = {2026}, month = {8}, note = {Main Track}, doi = {10.24963/ijcai.2026/73}, url = {https://doi.org/10.24963/ijcai.2026/73}, }