Chia-Mu Yu

1. Ring-A-Bell! How Reliable are Concept Removal Methods for Diffusion Models?
   2023/10/16 by Yu‐Lin Tsai, Chia‐Yi Hsu, Tsai, Yu-Lin +15 · 46 citations
   Computer Science · Engineering · #Digital Rights Management and Security #Innovative Microfluidic and Catalytic Techniques Innovation
2. Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
   2024/05/27 by Chia‐Yi Hsu, Yu‐Lin Tsai, Hsu, Chia-Yi +9 · 30 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Formalizing Generalization and Robustness of Neural Networks to Weight Perturbations
   2021/03/03 by Yu‐Lin Tsai, Tsai, Yu-Lin, Chia-Yi Hsu +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)
4. DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models
   2024/02/27 by Shyam Marjit, Harshit Singh, Marjit, Shyam +9 · 1 voice · 3 citations
   #cs.CV
5. On the Limitation of Local Intrinsic Dimensionality for Characterizing the Subspaces of Adversarial Examples
   2018/03/26 by Pei-Hsuan Lu, Pin‐Yu Chen, Lu, Pei-Hsuan +3 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
6. 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
7. 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
8. Safety Alignment Depth in Large Language Models: A Markov Chain Perspective
   2025/02/02 by Ching-Chia Kao, Kao, Ching-Chia, Chia-Mu Yu +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques