{"total":76,"rows":[{"id":"2404.04956","title":"Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models","created":"2024-04-07","cited_by_count":142,"area":"diffusion"},{"id":"2405.20320","title":"Improving the Training of Rectified Flows","created":"2024-05-30","cited_by_count":108,"area":"diffusion"},{"id":"2407.21720","title":"Detecting, Explaining, and Mitigating Memorization in Diffusion Models","created":"2024-07-31","cited_by_count":95,"area":"diffusion"},{"id":"2402.00045","title":"Detecting Multimedia Generated by Large AI Models: A Survey","created":"2024-01-22","cited_by_count":76,"area":"diffusion"},{"id":"2405.16341","title":"R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model","created":"2024-05-25","cited_by_count":58,"area":"diffusion"},{"id":"2306.04744","title":"WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models","created":"2023-06-07","cited_by_count":53,"area":"diffusion"},{"id":"2311.18387","title":"On Exact Inversion of DPM-Solvers","created":"2023-11-30","cited_by_count":47,"area":"diffusion"},{"id":"2405.11135","title":"AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA","created":"2024-05-18","cited_by_count":46,"area":"diffusion"},{"id":"2411.03862","title":"ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization","created":"2024-11-06","cited_by_count":46,"area":"diffusion"},{"id":"2403.10893","title":"A Watermark-Conditioned Diffusion Model for IP Protection","created":"2024-03-16","cited_by_count":35,"area":"diffusion"},{"id":"2406.08337","title":"WMAdapter: Adding WaterMark Control to Latent Diffusion Models","created":"2024-06-12","cited_by_count":31,"area":"diffusion"},{"id":"2409.19365","title":"Conditional Image Synthesis with Diffusion Models: A Survey","created":"2024-09-28","cited_by_count":29,"area":"diffusion"},{"id":"2405.13360","title":"How to Trace Latent Generative Model Generated Images without Artificial Watermark?","created":"2024-05-22","cited_by_count":26,"area":"diffusion"},{"id":"2405.02696","title":"DiffuseTrace: A Transparent and Flexible Watermarking Scheme for Latent Diffusion Model","created":"2024-05-04","cited_by_count":21,"area":"diffusion"},{"id":"2405.07145","title":"Stable Signature is Unstable: Removing Image Watermark from Diffusion Models","created":"2024-05-12","cited_by_count":20,"area":"diffusion"},{"id":"2404.00230","title":"Latent Watermark: Inject and Detect Watermarks in Latent Diffusion Space","created":"2024-03-30","cited_by_count":19,"area":"diffusion"},{"id":"2504.16359","title":"VideoMark: A Distortion-Free Robust Watermarking Framework for Video Diffusion Models","created":"2025-04-23","cited_by_count":18,"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":"2504.20111","title":"Forging and Removing Latent-Noise Diffusion Watermarks Using a Single Image","created":"2025-04-27","cited_by_count":13,"area":"diffusion"},{"id":"2404.13706","title":"Concept Arithmetics for Circumventing Concept Inhibition in Diffusion Models","created":"2024-04-21","cited_by_count":12,"area":"diffusion"},{"id":"2504.15026","title":"Gaussian Shading++: Rethinking the Realistic Deployment Challenge of Performance-Lossless Image Watermark for Diffusion Models","created":"2025-04-21","cited_by_count":12,"area":"diffusion"},{"id":"2509.24368","title":"Watermarking Diffusion Language Models","created":"2025-09-29","cited_by_count":10,"area":"diffusion"},{"id":"2406.03720","title":"JIGMARK: A Black-Box Approach for Enhancing Image Watermarks against Diffusion Model Edits","created":"2024-06-06","cited_by_count":9,"area":"diffusion"},{"id":"2412.20704","title":"HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images","created":"2024-12-30","cited_by_count":9,"area":"diffusion"},{"id":"2502.14896","title":"A Comprehensive Survey on Concept Erasure in Text-to-Image Diffusion Models","created":"2025-02-17","cited_by_count":9,"area":"diffusion"},{"id":"2510.22366","title":"T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models","created":"2025-10-25","cited_by_count":8,"area":"diffusion"},{"id":"2602.21593","title":"Breaking Semantic-Aware Watermarks via LLM-Guided Coherence-Preserving Semantic Injection","created":"2026-02-25","cited_by_count":8,"area":"diffusion"},{"id":"2309.13166","title":"Invisible Watermarking for Audio Generation Diffusion Models","created":"2023-09-22","cited_by_count":7,"area":"diffusion"},{"id":"2403.11162","title":"CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion","created":"2024-03-17","cited_by_count":6,"area":"diffusion"},{"id":"2510.13793","title":"NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models","created":"2025-10-15","cited_by_count":6,"area":"diffusion"},{"id":"2603.00492","title":"ArtiFixer: Enhancing and Extending 3D Reconstruction with Auto-Regressive Diffusion Models","created":"2026-02-28","cited_by_count":6,"area":"diffusion"},{"id":"2311.13713","title":"A Somewhat Robust Image Watermark against Diffusion-based Editing Models","created":"2023-11-22","cited_by_count":5,"area":"diffusion"},{"id":"2409.18442","title":"Gradient-free Decoder Inversion in Latent Diffusion Models","created":"2024-09-27","cited_by_count":5,"area":"diffusion"},{"id":"2509.10569","title":"MarkDiffusion: An Open-Source Toolkit for Generative Watermarking of Latent Diffusion Models","created":"2025-09-11","cited_by_count":5,"area":"diffusion"},{"id":"2509.17993","title":"StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models","created":"2025-09-22","cited_by_count":5,"area":"diffusion"},{"id":"2511.02083","title":"Watermarking Discrete Diffusion Language Models","created":"2025-11-03","cited_by_count":5,"area":"diffusion"},{"id":"2408.10446","title":"The Brittleness of AI-Generated Image Watermarking Techniques: Examining Their Robustness Against Visual Paraphrasing Attacks","created":"2024-08-19","cited_by_count":4,"area":"diffusion"},{"id":"2410.18866","title":"The Cat and Mouse Game: The Ongoing Arms Race Between Diffusion Models and Detection Methods","created":"2024-10-24","cited_by_count":4,"area":"diffusion"},{"id":"2502.13345","title":"Secure and Efficient Watermarking for Latent Diffusion Models in Model Distribution Scenarios","created":"2025-02-18","cited_by_count":4,"area":"diffusion"},{"id":"2505.08197","title":"Visual Watermarking in the Era of Diffusion Models: Advances and Challenges","created":"2025-05-13","cited_by_count":4,"area":"diffusion"},{"id":"2308.11123","title":"Hey That's Mine Imperceptible Watermarks are Preserved in Diffusion Generated Outputs","created":"2023-08-22","cited_by_count":3,"area":"diffusion"},{"id":"2408.08340","title":"METR: Image Watermarking with Large Number of Unique Messages","created":"2024-08-15","cited_by_count":3,"area":"diffusion"},{"id":"2506.06407","title":"TimeWak: Temporal Chained-Hashing Watermark for Time Series Data","created":"2025-06-06","cited_by_count":3,"area":"diffusion"},{"id":"2511.19111","title":"DiffSeg30k: A Multi-Turn Diffusion Editing Benchmark for Localized AIGC Detection","created":"2025-11-24","cited_by_count":3,"area":"diffusion"},{"id":"2605.29809","title":"Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing","created":"2026-05-28","cited_by_count":3,"area":"diffusion"},{"id":"2502.10465","title":"Image Watermarking of Generative Diffusion Models","created":"2025-02-12","cited_by_count":2,"area":"diffusion"},{"id":"2504.10853","title":"PT-Mark: Invisible Watermarking for Text-to-image Diffusion Models via Semantic-aware Pivotal Tuning","created":"2025-04-15","cited_by_count":2,"area":"diffusion"},{"id":"2504.11774","title":"PCDiff: Proactive Control for Ownership Protection in Diffusion Models with Watermark Compatibility","created":"2025-04-16","cited_by_count":2,"area":"diffusion"},{"id":"2505.21135","title":"Learning Single Index Models with Diffusion Priors","created":"2025-05-27","cited_by_count":2,"area":"diffusion"},{"id":"2505.23312","title":"TRACE: Trajectory-Constrained Concept Erasure in Diffusion Models","created":"2025-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2604.19090","title":"Dual-Guard: Dual-Channel Latent Watermarking for Provenance and Tamper Localization in Diffusion Images","created":"2026-04-21","cited_by_count":2,"area":"diffusion"},{"id":"2411.11434","title":"CLUE-MARK: Watermarking Diffusion Models using CLWE","created":"2024-11-18","cited_by_count":1,"area":"diffusion"},{"id":"2504.12354","title":"WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion","created":"2025-04-15","cited_by_count":1,"area":"diffusion"},{"id":"2505.24267","title":"MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection","created":"2025-05-30","cited_by_count":1,"area":"diffusion"},{"id":"2511.21216","title":"AuthenLoRA: Entangling Stylization with Imperceptible Watermarks for Copyright-Secure LoRA Adapters","created":"2025-11-26","cited_by_count":1,"area":"diffusion"},{"id":"2603.00194","title":"SKeDA: A Generative Watermarking Framework for Text-to-video Diffusion Models","created":"2026-02-27","cited_by_count":1,"area":"diffusion"},{"id":"2603.09454","title":"ShapeMark: Robust and Diversity-Preserving Watermarking for Diffusion Models","created":"2026-03-10","cited_by_count":1,"area":"diffusion"},{"id":"2605.29569","title":"LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models","created":"2026-05-28","cited_by_count":1,"area":"diffusion"},{"id":"2607.26723","title":"FARI: Robust One-Step Inversion for Watermarking in Diffusion Models","created":"2026-07-29","cited_by_count":1,"area":"diffusion"},{"id":"2307.03108","title":"DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion Models","created":"2023-07-06","cited_by_count":0,"area":"diffusion"},{"id":"2412.16257","title":"PromptLA: Towards Integrity Verification of Black-box Text-to-Image Diffusion Models","created":"2024-12-20","cited_by_count":0,"area":"diffusion"},{"id":"2502.08927","title":"Dynamic watermarks in images generated by diffusion models","created":"2025-02-13","cited_by_count":0,"area":"diffusion"},{"id":"2503.10063","title":"Provably Secure Covert Messaging Using Image-based Diffusion Processes","created":"2025-03-13","cited_by_count":0,"area":"diffusion"},{"id":"2603.12949","title":"Editing Away the Evidence: Diffusion-Based Image Manipulation and the Failure Modes of Robust Watermarking","created":"2026-03-13","cited_by_count":0,"area":"diffusion"},{"id":"2603.17513","title":"Proof-of-Authorship for Diffusion-based AI Generated Content","created":"2026-03-18","cited_by_count":0,"area":"diffusion"},{"id":"2603.20304","title":"Transferable Multi-Bit Watermarking Across Frozen Diffusion Models via Latent Consistency Bridges","created":"2026-03-19","cited_by_count":0,"area":"diffusion"},{"id":"2605.00935","title":"Watch Your Step: Information Injection in Diffusion Models via Shadow Timestep Embedding","created":"2026-05-01","cited_by_count":0,"area":"diffusion"},{"id":"2605.13115","title":"DiffusionHijack: Supply-Chain PRNG Backdoor Attack on Diffusion Models and Quantum Random Number Defense","created":"2026-05-13","cited_by_count":0,"area":"diffusion"},{"id":"2605.16239","title":"Dynamics-Level Watermarking of Flow Matching Models with Random Codes","created":"2026-05-15","cited_by_count":0,"area":"diffusion"},{"id":"2607.02643","title":"BiSLW: Bi-Spectral Latent Watermarking for Generative Diffusion Models","created":"2026-07-02","cited_by_count":0,"area":"diffusion"},{"id":"2607.13685","title":"DNA: Dual-stage Native Attribution for Generated Image Source Tracing","created":"2026-07-15","cited_by_count":0,"area":"diffusion"},{"id":"2607.22386","title":"Correlation-Aware and Gaussianity-Preserving Robust Latent Angular Watermarking for Diffusion Models","created":"2026-07-24","cited_by_count":0,"area":"diffusion"},{"id":"2608.08999","title":"DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Models","created":"2026-08-10","cited_by_count":0,"area":"diffusion"},{"id":"2608.24068","title":"Representation Learning in Diffusion and Flow-based Model: An Application Aspect","created":"2026-08-25","cited_by_count":0,"area":"diffusion"},{"id":"2609.04709","title":"AngelFingerprint: A Traceable, Explainable, and White-Box Stealthy Watermark for Text-Guided Image Editing","created":"2026-09-04","cited_by_count":0,"area":"diffusion"},{"id":"2609.30980","title":"FeatMark: Feature-level Watermark Protection against Mimicry Attacks with Diffusion Models","created":"2026-09-25","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}