Zhang X, Liu H, Guo S, Zhang S, Zhang T, Xiang T. ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs. AAAI [Internet]. 2026 Mar. 14 [cited 2026 May 25];40(41):34845-53. Available from: https://ojs.aaai.org/index.php/AAAI/article/view/40787