model protection

Authority Backdoor: A Certifiable Backdoor Mechanism for Authoring DNNs AAAI 2026 Distillation Traps and Guards: A Calibration Knob for LLM Distillability ACL 2026 Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging AAAI 2026 Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models AAAI 2025 Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? ACL 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 Disrupting Model Merging: A Parameter-Level Defense Without Sacrificing Accuracy ICCV 2025 Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection CVPR 2025 MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025 MFL-Owner: Ownership Protection for Multi-modal Federated Learning via Orthogonal Transform Watermark AAAI 2025 Staining and Locking Computer Vision Models Without Retraining ICCV 2025 Adversarial Initialization with Universal Adversarial Perturbation: A New Approach to Fast Adversarial Training AAAI 2024 ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor ICLR 2024 Probabilistically Robust Watermarking of Neural Networks IJCAI 2024 Protecting Object Detection Models from Model Extraction Attack via Feature Space Coverage IJCAI 2024 Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining CVPR 2024 Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection CVPR 2023 NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation ICML 2023 Watermarking LLMs with Weight Quantization EMNLP 2023 An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks AACL 2022 Certified Neural Network Watermarks with Randomized Smoothing ICML 2022 Cosine Model Watermarking against Ensemble Distillation AAAI 2022 Distillation-Resistant Watermarking for Model Protection in NLP EMNLP 2022 Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization ICLR 2022