在聯邦式學習環境下綠色節能與防禦對抗式攻擊之研究;Research on Energy Saving and Defense against Adversarial Attacks in Federated Learning Environment

NCUIR > College of Electrical Engineering & Computer Science > Department of Computer Science and information Engineering > Research Project > Item 987654321/94226

Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/94226

Title:	在聯邦式學習環境下綠色節能與防禦對抗式攻擊之研究;Research on Energy Saving and Defense against Adversarial Attacks in Federated Learning Environment
Authors:	周立德
Contributors:	國立中央大學資訊工程學系
Keywords:	綠色學習;綠色節能;遷移學習;聯邦式學習;對抗式攻擊;入侵檢測;區塊鏈;Green Learning;Green Technology;Transfer Learning;Federated Learning;Adversarial Attack;Intrusion Detection;Blockchain
Date:	2024-09-27
Issue Date:	2024-09-30 17:20:15 (UTC+8)
Publisher:	國家科學及技術委員會(本會)
Abstract:	本計畫旨在建立一套對抗式攻擊之防禦系統，應用於綠色聯邦式遷移學習環境，並結合區塊鏈改善聯邦式學習中心化之溝通效率與安全性之缺點，最後提出中毒後的自主回復機制。
Relation:	財團法人國家實驗研究院科技政策研究與資訊中心
Appears in Collections:	[Department of Computer Science and information Engineering] Research Project

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