{"total":13,"rows":[{"id":"2409.01128","title":"Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning","created":"2024-09-02","cited_by_count":23,"area":"diffusion"},{"id":"2307.16680","title":"On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook","created":"2023-07-31","cited_by_count":15,"area":"diffusion"},{"id":"2404.03299","title":"SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models","created":"2024-04-04","cited_by_count":10,"area":"diffusion"},{"id":"2409.08482","title":"Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights","created":"2024-09-13","cited_by_count":6,"area":"diffusion"},{"id":"2406.14429","title":"CollaFuse: Collaborative Diffusion Models","created":"2024-06-20","cited_by_count":4,"area":"diffusion"},{"id":"2406.09484","title":"Is Diffusion Model Safe? Severe Data Leakage via Gradient-Guided Diffusion Model","created":"2024-06-13","cited_by_count":2,"area":"diffusion"},{"id":"2409.07291","title":"Exploring User-level Gradient Inversion with a Diffusion Prior","created":"2024-09-11","cited_by_count":2,"area":"diffusion"},{"id":"2405.20380","title":"Gradient Inversion of Federated Diffusion Models","created":"2024-05-30","cited_by_count":1,"area":"diffusion"},{"id":"2411.03053","title":"Gradient-Guided Conditional Diffusion Models for Private Image Reconstruction: Analyzing Adversarial Impacts of Differential Privacy and Denoising","created":"2024-11-05","cited_by_count":1,"area":"diffusion"},{"id":"2511.10423","title":"Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models","created":"2025-11-13","cited_by_count":1,"area":"diffusion"},{"id":"2601.15049","title":"Deep Leakage with Generative Flow Matching Denoiser","created":"2026-01-21","cited_by_count":1,"area":"diffusion"},{"id":"2511.11585","title":"Parameter-Efficient and Personalized Federated Training of Generative Models at the Edge","created":"2025-10-11","cited_by_count":0,"area":"diffusion"},{"id":"2604.08037","title":"PrivFedTalk: Privacy-Aware Federated Diffusion with Identity-Stable Adapters for Personalized Talking-Head Generation","created":"2026-04-09","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}