Chia-Mu Yu

National Yang Ming Chiao Tung University — Taiwan

Computer Science · Physical Sciences

20h-index1.8kcitations156works0.92yr avg
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Research Topics

Privacy-Preserving Technologies in Data(36), Cryptography and Data Security(33), Adversarial Robustness in Machine Learning(33), Security in Wireless Sensor Networks(21), Energy Efficient Wireless Sensor Networks(20)

Publications156 total

Investigation of TiO₂ seed layer engineering for improved remanent polarization uniformity, TDDB reliability, and dipole switching in La-doped ferroelectric HZO MFM devices
Microelectronics Reliability·2026
Modular Click Assembly of Trivalent Scaffolds Displaying Homogeneous and Mixed Human Milk Oligosaccharide Motifs.
PubMed·2026
Fine-Grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams
IEEE Transactions on Knowledge and Data Engineering·2026
Defending Unauthorized Model Merging via Dual-Stage Weight Protection
arXiv (Cornell University)·2025Open Access
BadVim: Unveiling Backdoor Threats in Visual State Space Model
Frontiers in artificial intelligence and applications·2025Open Access
Differential Privacy Federated Edge Learning-assisted for Securing RAN Intelligent Controller in O-RAN 6G Communications
2025
White Balance Using Histogram Prediction Prior
2025
Finding Optimizations for Trading Using Search Economy Algorithms
IEEE Transactions on Computational Social Systems·2025
Model Reprogramming Demystified: A Neural Tangent Kernel Perspective
arXiv (Cornell University)·2025Open Access
Adversarial Examples in Consumer Electronics: Deceptive Threats to AI Systems
IEEE Consumer Electronics Magazine·2025
Arithmetic Satake compactifications and algebraic Drinfeld modular forms
Journal of the London Mathematical Society·2025Open Access
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
arXiv (Cornell University)·2025Open Access
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge
arXiv (Cornell University)·2025Open Access
Beyond Natural Language Perplexity: Detecting Dead Code Poisoning in Code Generation Datasets
arXiv (Cornell University)·2025Open Access
Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning Through Lens of Rate-Distortion-Perception Trade-Off
2025
DiffuseKronA: A Parameter Efficient Fine-tuning Method for Personalized Diffusion Models
2025· 3 cited
Safety Alignment Depth in Large Language Models: A Markov Chain Perspective
arXiv (Cornell University)·2025Open Access
Enhancing can security with ML-based IDS: Strategies and efficacies against adversarial attacks
Computers & Security·2025· 5 cited
Securing Healthcare Data Integrity: Deepfake Detection Using Autonomous AI Approaches
IEEE Journal of Biomedical and Health Informatics·2025· 2 cited
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Frequent Co-authors

Sy‐Yen Kuo(16), Chun-Shien Lu(13), Pin‐Yu Chen(7), Yao-Tung Tsou(6), Pei-Hsuan Lu(5), Chi‐Yuan Chen(4), Han‐Chieh Chao(4), Chia-Yi Hsu(4), Xuebin Ren(3), Weiren Yu(3), Shusen Yang(3), Xinyu Yang(3), Julie A. McCann(3), Mauro Conti(3), Tooska Dargahi(3), Yen‐Wu Ti(3), Philip S. Yu(2), Kang-Cheng Chen(2), Guo-Kai Ni(2), Ing-Yi Chen(2)