EdSourceOpinion

Researchers, practitioners learning together to transform education

In a time of financial challenges and political attack, innovative and collaborative partnerships across educational ...
Education Week

Teachers Move Beyond AI Basics to More Sophisticated Instructional Uses

The share of teachers using AI-run tools nearly doubled from 2024 to 2025, according to a national survey by the EdWeek ...
IEEE

FedID: Enhancing Federated Learning Security Through Dynamic Identification

Abstract: Federated learning (FL), recognized for its decentralized and privacy-preserving nature, faces vulnerabilities to backdoor attacks that aim to manipulate the model’s behavior on ...
IEEE

MASA: Multimodal Federated Learning Through Modality-Aware and Secure Aggregation

Abstract: As a promising paradigm, federated learning has been applied to multimodal sensing tasks due to its deployment convenience. However, the recent advances in multimodal federated learning ...