Shaoming Duan

CloudDLP: Transparent and Scalable Data Sanitization for Browser-Based Cloud Storage

2020 · IEEE Access

Browser-based cloud storage services are still broadly used in enterprises for online sharing and collaboration. However, sensitive information in images or documents may be easily leaked outside trusted enterprise on-premises due to such cloud services. …

FEDKA: Federated Knowledge Augmentation for Multi-Center Medical Image Segmentation on non-IID Data

2024

Federated learning (FL) allows decentralized medical institutions to collaboratively learn a shared global model without breaching data privacy. However, in the context of medical image segmentation, data distributions across centers may vary a lot due …