Tsai, Yu-Lin
- Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?
2023/10/16 by Yu‐Lin Tsai, Tsai, Yu-Lin, Chia‐Yi Hsu +15 · 46 citations
Computer Science · Engineering · #Digital Rights Management and Security #Innovative Microfluidic and Catalytic Techniques Innovation
- Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
2024/05/27 by Chia‐Yi Hsu, Hsu, Chia-Yi, Yu‐Lin Tsai +9 · 30 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
2021/03/03 by Yu‐Lin Tsai, Chia-Yi Hsu, Tsai, Yu-Lin +5 · 5 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Differentially Private Fine-Tuning of Diffusion Models
2024/06/03 by Tsai, Yu-Lin, Li, Yizhe, Chen, Zekai +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise
2022/11/02 by Huang, Jhih-Cing, Tsai, Yu-Lin, Yang, Chao-Han Huck +4 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Quantum Physics (quant-ph) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Exploring the Benefits of Visual Prompting in Differential Privacy
2023/03/22 by Yizhe Li, Li, Yizhe, Yu‐Lin Tsai +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Privacy-Preserving Technologies in Data #Video Surveillance and Tracking Methods
- BADTV: Unveiling Backdoor Threats in Third-Party Task Vectors
2025/01/04 by Chia-Yi Hsu, Hsu, Chia-Yi, Yu-Lin Tsai +18 · 2 citations
Computer Science · Engineering · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Smart Grid Security and Resilience #cs.CR #cs.LG