{"total":13,"rows":[{"id":"2311.16124","title":"DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification","created":"2023-10-27","cited_by_count":36,"area":"diffusion"},{"id":"2310.18762","title":"Purify++: Improving Diffusion-Purification with Advanced Diffusion Models and Control of Randomness","created":"2023-10-28","cited_by_count":13,"area":"diffusion"},{"id":"2310.07492","title":"Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models","created":"2023-10-11","cited_by_count":12,"area":"diffusion"},{"id":"2409.07002","title":"AdvLogo: Adversarial Patch Attack against Object Detectors based on Diffusion Models","created":"2024-09-11","cited_by_count":5,"area":"diffusion"},{"id":"2309.03702","title":"DiffDefense: Defending against Adversarial Attacks via Diffusion Models","created":"2023-09-07","cited_by_count":2,"area":"diffusion"},{"id":"2310.00096","title":"Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation","created":"2023-09-29","cited_by_count":2,"area":"diffusion"},{"id":"2505.22839","title":"Demystifying Adversarial Robustness in Diffusion Models: Compression, Randomness, and Geometry","created":"2025-05-28","cited_by_count":1,"area":"diffusion"},{"id":"2409.00340","title":"LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models","created":"2024-08-31","cited_by_count":0,"area":"diffusion"},{"id":"2506.07590","title":"Explore the vulnerability of black-box models via diffusion models","created":"2025-06-09","cited_by_count":0,"area":"diffusion"},{"id":"2506.23676","title":"A Unified Framework for Stealthy Adversarial Generation via Latent Optimization and Transferability Enhancement","created":"2025-06-30","cited_by_count":0,"area":"diffusion"},{"id":"2601.01688","title":"DiMEx: Breaking the Cold Start Barrier in Data-Free Model Extraction via Latent Diffusion Priors","created":"2026-01-04","cited_by_count":0,"area":"diffusion"},{"id":"2602.10319","title":"A Low-Rank Defense Method for Adversarial Attack on Diffusion Models","created":"2026-02-10","cited_by_count":0,"area":"diffusion"},{"id":"2607.25894","title":"TIGA: Trajectory-Injected Generative Attack against Black-box AIGC Detectors","created":"2026-07-28","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}