X. Zhang, H. Liu, S. Guo, S. Zhang, T. Zhang, and T. Xiang, “ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs”, AAAI, vol. 40, no. 41, pp. 34845–34853, Mar. 2026.