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Browsing by Advisor Shang-Tse Chen

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Showing results 1 to 10 of 10

Publication Year	Title	Author(s)	Department
2024	Trap-MID: 基於陷阱後門之隱私性防禦用以對抗模型逆向攻擊 Trap-MID: Trapdoor-based Defense against Model Inversion Attacks	劉鎮霆; Zhen-Ting Liu	資訊工程學系
2025	利用擴散模型進行真實資料逆推攻擊 Towards Real-World Data Reconstruction Attacks using Diffusion Prior	李華健; Wa Kin Lei	資訊工程學系
2023	利用漸進式自蒸餾方法改進對抗式訓練 Annealing Self-Distillation Rectification Improves Adversarial Training	吳由由; Yu-Yu Wu	資訊工程學系
2025	利用通用多重提示下的越獄攻擊 Jailbreaking with Universal Multi-Prompts	許郁翎; Yu-Ling Hsu	資訊工程學系
2025	基於區塊鏡射正交層和對數機率退火損失函數構造具可認證穩健性的深度神經網路 Enhancing Certified Robustness via Block Reflector Orthogonal Layers and Logit Annealing Loss	賴柏翰; Bo-Han Lai	資訊工程學系
2025	弭平領域差距與改善模型弱點：運用合成數據提升大型語言與語音模型 Bridging Domain Gaps and Fixing Model Weakness: Leveraging Synthetic Data for Large Language and Speech Model Improvement	蘇軒; Hsuan Su	資訊工程學系
2023	透過多樣化的權重修剪提升目標攻擊的可轉移性 Enhancing Targeted Attack Transferability via Diversified Weight Pruning	王竑睿; Hung-Jui Wang	資訊工程學系
2023	透過通用對抗攻擊提升影像分類模型之公平性 Improving fairness on image classification via universal adversarial attack	王俊傑; Jun-Jie Wang	資訊網路與多媒體研究所
2023	通過消除用戶資料特徵衝突來改進特徵非獨立同分布的聯合學習 Improving Federated Learning on Non-IID Features via Mitigating Client Domain Conflict	林楷宸; Kai-Chen Lin	資訊工程學系
2025	零樣本主題分類的進展：基於 BERT 模型與大型語言模型的比較與分析 Advancing Zero-Shot Topic Classification: A Comparative Study of BERT-based Models and Large Language Models	戚得郁; Te-Yu Chi	資訊工程學系

Showing results 1 to 10 of 10