intellectual property

Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks AAAI 2026 CSF: Black-box Fingerprinting via Compositional Semantics for Text-to-Image Models CVPR 2026 Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures AAAI 2026 iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification AAAI 2026 Can Watermarks be Used to Detect LLM IP Infringement For Free? ICLR 2025 CDI: Copyrighted Data Identification in Diffusion Models CVPR 2025 CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025 CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025 Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal CVPR 2025 DiffIP: Representation Fingerprints for Robust IP Protection of Diffusion Models ICCV 2025 EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint EMNLP 2025 Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025 From Imitation to Innovation: The Emergence of AI's Unique Artistic Styles and the Challenge of Copyright Protection ICCV 2025 Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models CVPR 2025 IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features ICCV 2025 Jailbreaking the Non-Transferable Barrier via Test-Time Data Disguising CVPR 2025 MCID: Multi-aspect Copyright Infringement Detection for Generated Images ICCV 2025 MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025 MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025 Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs IJCAI 2025 PlugMark: A Plug-in Zero-Watermarking Framework for Diffusion Models ICCV 2025 Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes AAAI 2025 RAEncoder: A Label-Free Reversible Adversarial Examples Encoder for Dataset Intellectual Property Protection CVPR 2025 Rethinking Removal Attack and Fingerprinting Defense for Model Intellectual Property Protection: A Frequency Perspective IJCAI 2025 Scalable Dual Fingerprinting for Hierarchical Attribution of Text-to-Image Models ICCV 2025