2 papers
cs.CR2024
A Study of Secure Algorithms for Vertical Federated Learning: Take Secure Logistic Regression as an Example
Huan-Chih Wang, Ja-Ling Wu
After entering the era of big data, more and more companies build services with machine learning techniques. However, it is costly for companies to collect data and extract helpful…
cs.CV2024
A Machine Learning-Based Secure Face Verification Scheme and Its Applications to Digital Surveillance
Huan-Chih Wang, Ja-Ling Wu
Face verification is a well-known image analysis application and is widely used to recognize individuals in contemporary society. However, most real-world recognition systems ignor…