Publications related to Masked Diffusion Strategy for Privacy-Preserving Distributed Learning

Related publications (23)

Efficient Recursive Data-enabled Predictive Control

Colin Neil Jones, Yingzhao Lian, Jicheng Shi

In the field of model predictive control, Dataenabled Predictive Control (DeePC) offers direct predictive control, bypassing traditional modeling. However, challenges emerge with increased computational demand due to recursive data updates. This paper intr ...

IEEE2024

Total Variation Meets Differential Privacy

Ibrahim Issa

The framework of approximate differential privacy is considered, and augmented by leveraging the notion of "the total variation of a (privacy-preserving) mechanism" (denoted by eta-TV). With this refinement, an exact composition result is derived, and show ...

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC2024

Teachers, Take Care of the Essential. the Rest Is Story: Using LLM and Social Robots for Content Approaching by Storytelling

Anne-Marie Rusu, Daniel Carnieto Tozadore

Social robots are widely used for educational activities, especially to attract children's attention. As a side effect, pupils' excitement can suppress their focus on the tutors and the content being approached. A potential solution to tackle this issue is ...

IEEE Computer Society2024