[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"topic-zh-server-learning-":3},{"cluster":4,"timeline":16},{"id":5,"slug":6,"title":7,"pinned":8,"status":9,"summary":10,"category":11,"language":12,"created_at":13,"merged_into":14,"article_count":15,"first_seen_at":13,"last_updated_at":13},"fe015b8c-1446-4577-87d5-e02911796043","server-learning-","Server Learning 讓聯邦學習更抗攻擊",false,"active","這篇論文把伺服器拉進聯邦學習防禦鏈：用小型伺服器資料、過濾可疑更新，再搭配 geometric median 聚合，目標是在非 IID 與惡意客戶同時存在時，提升訓練穩定性。","research","zh","2026-07-05T09:03:14.253166+00:00",null,1,[17],{"id":18,"slug":19,"title":7,"summary":10,"category":11,"image_url":20,"cover_image":20,"published_at":21,"is_canonical_seed":22},"14443ee2-b98f-4974-86aa-d0693ea4e207","server-learning-hardened-federated-learning-zh","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775455434809-culz.png","2026-04-06T06:03:37.323+00:00",true]