model fingerprinting

28 papers

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Co-occurring keywords

intellectual property (70) intellectual property protection (43) ownership verification (20) deep neural network (1801) large language model (12755) decision boundary (161) diffusion model (3720) adversarial example (563) model stealing (26) image attribution (9)

Papers

iSeal: Encrypted Fingerprinting for Reliable LLM Ownership Verification AAAI 2026

DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection EACL 2026

Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures AAAI 2026

CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor EMNLP 2025

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint EMNLP 2025

Fingerprinting Denoising Diffusion Probabilistic Models CVPR 2025

OmniMark: Efficient and Scalable Latent Diffusion Model Fingerprinting AAAI 2025

Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes AAAI 2025

MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025

UTF: Under-trained Tokens as Fingerprints —— a Novel Approach to LLM Identification ACL 2025

RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025

MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025

SDBF: Steep-Decision-Boundary Fingerprinting for Hard-Label Tampering Detection of DNN Models CVPR 2025

Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs IJCAI 2025

ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models ACL 2025

Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models EMNLP 2025

United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories NIPS 2024

Risk Management in Image Generative Models through Model Fingerprinting AAAI 2024

Instructional Fingerprinting of Large Language Models NAACL 2024

IPRemover: A Generative Model Inversion Attack against Deep Neural Network Fingerprinting and Watermarking AAAI 2024

WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models CVPR 2024

HuRef: HUman-REadable Fingerprint for Large Language Models NIPS 2024

Fingerprinting Deep Image Restoration Models ICCV 2023

Attributing Image Generative Models using Latent Fingerprints ICML 2023

Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations CVPR 2022