{"total":57,"rows":[{"id":"2407.10223","title":"On Large Language Model Continual Unlearning","created":"2024-07-14","cited_by_count":52,"area":"safety"},{"id":"2411.18479","title":"SoK: Watermarking for AI-Generated Content","created":"2024-11-27","cited_by_count":51,"area":"safety"},{"id":"2405.04825","title":"Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution","created":"2024-05-08","cited_by_count":40,"area":"safety"},{"id":"2405.09786","title":"IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency","created":"2024-05-16","cited_by_count":39,"area":null},{"id":"2401.04136","title":"The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline","created":"2024-01-07","cited_by_count":33,"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":"2311.13091","title":"Stable Unlearnable Example: Enhancing the Robustness of Unlearnable Examples via Stable Error-Minimizing Noise","created":"2023-11-22","cited_by_count":25,"area":null},{"id":"2502.18508","title":"REFINE: Inversion-Free Backdoor Defense via Model Reprogramming","created":"2025-02-22","cited_by_count":22,"area":null},{"id":"2408.05500","title":"PointNCBW: Towards Dataset Ownership Verification for Point Clouds via Negative Clean-label Backdoor Watermark","created":"2024-08-10","cited_by_count":20,"area":null},{"id":"2410.10437","title":"Towards Reliable Verification of Unauthorized Data Usage in Personalized Text-to-Image Diffusion Models","created":"2024-10-14","cited_by_count":20,"area":"diffusion"},{"id":"2507.03034","title":"Rethinking Data Protection in the (Generative) Artificial Intelligence Era","created":"2025-07-03","cited_by_count":18,"area":null},{"id":"2407.15100","title":"A General Framework for Data-Use Auditing of ML Models","created":"2024-07-21","cited_by_count":16,"area":null},{"id":"2410.03537","title":"Ward: Provable RAG Dataset Inference via LLM Watermarks","created":"2024-10-04","cited_by_count":16,"area":"safety"},{"id":"2410.16618","title":"SoK: Dataset Copyright Auditing in Machine Learning Systems","created":"2024-10-22","cited_by_count":15,"area":null},{"id":"2312.08890","title":"Defenses in Adversarial Machine Learning: A Survey","created":"2023-12-13","cited_by_count":14,"area":null},{"id":"2411.11478","title":"SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI","created":"2024-11-18","cited_by_count":14,"area":"safety"},{"id":"2503.17359","title":"Position: Interactive Generative Video as Next-Generation Game Engine","created":"2025-03-21","cited_by_count":13,"area":null},{"id":"2502.10673","title":"Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs","created":"2025-02-15","cited_by_count":12,"area":"rag"},{"id":"2505.19911","title":"Attention! Your Vision Language Model Could Be Maliciously Manipulated","created":"2025-05-26","cited_by_count":12,"area":"mllm"},{"id":"2311.09535","title":"Turning Your Strength into Watermark: Watermarking Large Language Model via Knowledge Injection","created":"2023-11-16","cited_by_count":10,"area":"safety"},{"id":"2512.07247","title":"AdLift: Lifting Adversarial Perturbations to Safeguard 3D Gaussian Splatting Assets Against Instruction-Driven Editing","created":"2025-12-08","cited_by_count":10,"area":null},{"id":"2403.10573","title":"Medical Unlearnable Examples: Securing Medical Data from Unauthorized Training via Sparsity-Aware Local Masking","created":"2024-03-15","cited_by_count":8,"area":null},{"id":"2410.09101","title":"Data Taggants: Dataset Ownership Verification via Harmless Targeted Data Poisoning","created":"2024-10-09","cited_by_count":8,"area":"safety"},{"id":"2507.05622","title":"DATABench: Evaluating Dataset Auditing in Deep Learning from an Adversarial Perspective","created":"2025-07-08","cited_by_count":8,"area":null},{"id":"2405.02365","title":"ModelShield: Adaptive and Robust Watermark against Model Extraction Attack","created":"2024-05-03","cited_by_count":7,"area":"safety"},{"id":"2405.16285","title":"ModelLock: Locking Your Model With a Spell","created":"2024-05-25","cited_by_count":6,"area":null},{"id":"2506.03117","title":"Targeted Forgetting of Image Subgroups in CLIP Models","created":"2025-06-03","cited_by_count":6,"area":"safety"},{"id":"2312.13500","title":"Federated Continual Novel Class Learning","created":"2023-12-21","cited_by_count":4,"area":null},{"id":"2503.22413","title":"Instance-Level Data-Use Auditing of Visual ML Models","created":"2025-03-28","cited_by_count":4,"area":"safety"},{"id":"2504.21730","title":"Cert-SSBD: Certified Backdoor Defense with Sample-Specific Smoothing Noises","created":"2025-04-30","cited_by_count":4,"area":null},{"id":"2510.16367","title":"EditMark: Watermarking Large Language Models based on Model Editing","created":"2025-10-18","cited_by_count":4,"area":"safety"},{"id":"2503.05794","title":"CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking","created":"2025-03-02","cited_by_count":3,"area":null},{"id":"2505.23001","title":"DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors","created":"2025-05-29","cited_by_count":3,"area":"safety"},{"id":"2511.04711","title":"SWAP: Towards Copyright Auditing of Soft Prompts via Sequential Watermarking","created":"2025-11-05","cited_by_count":3,"area":"mllm"},{"id":"2403.10663","title":"Not Just Change the Labels, Learn the Features: Watermarking Deep Neural Networks with Multi-View Data","created":"2024-03-15","cited_by_count":2,"area":null},{"id":"2410.00059","title":"IDEA: An Inverse Domain Expert Adaptation Based Active DNN IP Protection Method","created":"2024-09-29","cited_by_count":2,"area":null},{"id":"2503.00441","title":"Split Adaptation for Pre-trained Vision Transformers","created":"2025-03-01","cited_by_count":2,"area":null},{"id":"2505.02824","title":"Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models","created":"2025-05-05","cited_by_count":2,"area":"diffusion"},{"id":"2507.12022","title":"Dataset Ownership Verification for Pre-trained Masked Models","created":"2025-07-16","cited_by_count":2,"area":null},{"id":"2508.01074","title":"Evading Data Provenance in Deep Neural Networks","created":"2025-08-01","cited_by_count":2,"area":null},{"id":"2510.09210","title":"Provable Watermarking for Data Poisoning Attacks","created":"2025-10-10","cited_by_count":2,"area":null},{"id":"2510.14299","title":"TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening","created":"2025-10-16","cited_by_count":2,"area":null},{"id":"2510.15303","title":"DSSmoothing: Toward Certified Dataset Ownership Verification for Pre-trained Language Models via Dual-Space Smoothing","created":"2025-10-17","cited_by_count":2,"area":"safety"},{"id":"2510.26420","title":"SSCL-BW: Sample-Specific Clean-Label Backdoor Watermarking for Dataset Ownership Verification","created":"2025-10-30","cited_by_count":2,"area":null},{"id":"2602.03878","title":"Intellectual Property Protection for 3D Gaussian Splatting Assets: A Survey","created":"2026-02-02","cited_by_count":2,"area":null},{"id":"2403.05690","title":"Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval","created":"2024-03-08","cited_by_count":1,"area":null},{"id":"2504.11509","title":"PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage","created":"2025-04-15","cited_by_count":1,"area":"mllm"},{"id":"2506.02405","title":"Modelship Attribution: Tracing Multi-Stage Manipulations Across Generative Models","created":"2025-06-03","cited_by_count":1,"area":null},{"id":"2506.14474","title":"LexiMark: Robust Watermarking via Lexical Substitutions to Enhance Membership Verification of an LLM's Textual Training Data","created":"2025-06-17","cited_by_count":1,"area":"safety"},{"id":"2512.14439","title":"VICTOR: Dataset Copyright Auditing in Video Recognition Systems","created":"2025-12-16","cited_by_count":1,"area":null},{"id":"2602.09284","title":"X-Mark: Saliency-Guided Robust Dataset Ownership Verification for Medical Imaging","created":"2026-02-10","cited_by_count":1,"area":"safety"},{"id":"2604.27666","title":"VOW: Verifiable and Oblivious Watermark Detection for Large Language Models","created":"2026-04-30","cited_by_count":1,"area":"safety"},{"id":"2311.09680","title":"Trustworthy Large Models in Vision: A Survey","created":"2023-11-16","cited_by_count":0,"area":null},{"id":"2402.02268","title":"Federated Learning with New Knowledge: Fundamentals, Advances, and Futures","created":"2024-02-03","cited_by_count":0,"area":null},{"id":"2503.10269","title":"Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification","created":"2025-03-13","cited_by_count":0,"area":"safety"},{"id":"2506.13160","title":"CertDW: Towards Certified Dataset Ownership Verification via Conformal Calibration","created":"2025-06-16","cited_by_count":0,"area":"safety"},{"id":"2508.00892","title":"HoneyImage: Verifiable, Harmless, and Stealthy Dataset Ownership Verification for Image Models","created":"2025-07-27","cited_by_count":0,"area":"safety"}],"next_cursor":null}