Cover Image

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

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Zhenhua, Yan, Zhaokun, Xu, Binhan, Tong, Xin, Xu, Haitao, Chen, Yourong, Han, Meng
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LoRA-Key: User-Centric LoRA Watermarking for Text-to-Image Diffusion Models
by: Wang, Yaopeng, et al.
Published: (2026)

EverTracer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint
by: Xu, Zhenhua, et al.
Published: (2025)

ForgetMark: Stealthy Fingerprint Embedding via Targeted Unlearning in Language Models
by: Xu, Zhenhua, et al.
Published: (2026)

MEraser: An Effective Fingerprint Erasure Approach for Large Language Models
by: Zhang, Jingxuan, et al.
Published: (2025)

Rapid LoRA Aggregation for Wireless Channel Adaptation in Open-Set Radio Frequency Fingerprinting
by: Zhang, Mingxi, et al.
Published: (2026)

LoRA as Oracle
by: Arazzi, Marco, et al.
Published: (2026)

Fingerprint Vector: Enabling Scalable and Efficient Model Fingerprint Transfer via Vector Addition
by: Xu, Zhenhua, et al.
Published: (2024)

SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
by: Liu, Jianmin, et al.
Published: (2025)

AuthenLoRA: Entangling Stylization with Imperceptible Watermarks for Copyright-Secure LoRA Adapters
by: Shi, Fangming, et al.
Published: (2025)

PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement
by: Yue, Xubin, et al.
Published: (2025)

AquaLoRA: Toward White-box Protection for Customized Stable Diffusion Models via Watermark LoRA
by: Feng, Weitao, et al.
Published: (2024)

DNF: Dual-Layer Nested Fingerprinting for Large Language Model Intellectual Property Protection
by: Xu, Zhenhua, et al.
Published: (2026)

LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
by: Ran, Delong, et al.
Published: (2025)

AttnDiff: Attention-based Differential Fingerprinting for Large Language Models
by: Zhang, Haobo, et al.
Published: (2026)

StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data
by: Wang, Yixu, et al.
Published: (2025)

KinGuard: Hierarchical Kinship-Aware Fingerprinting to Defend Against Large Language Model Stealing
by: Xu, Zhenhua, et al.
Published: (2026)

Seamless Website Fingerprinting in Multiple Environments
by: Song, Chuxu, et al.
Published: (2024)

FP-Agent: Fingerprinting AI Browsing Agents
by: Wang, Ethan, et al.
Published: (2026)

FP-Rowhammer: DRAM-Based Device Fingerprinting
by: Venugopalan, Hari, et al.
Published: (2023)

Low Rank Comes with Low Security: Gradient Assembly Poisoning Attacks against Distributed LoRA-based LLM Systems
by: Dong, Yueyan, et al.
Published: (2026)

LoBAM: LoRA-Based Backdoor Attack on Model Merging
by: Yin, Ming, et al.
Published: (2024)

Causal-Guided Detoxify Backdoor Attack of Open-Weight LoRA Models
by: Chen, Linzhi, et al.
Published: (2025)

IrisFP: Adversarial-Example-based Model Fingerprinting with Enhanced Uniqueness and Robustness
by: Geng, Ziye, et al.
Published: (2026)

LoRAShield: Data-Free Editing Alignment for Secure Personalized LoRA Sharing
by: Chen, Jiahao, et al.
Published: (2025)

ZKLoRA: Efficient Zero-Knowledge Proofs for LoRA Verification
by: Roy, Bidhan, et al.
Published: (2025)

Colluding LoRA: A Compositional Vulnerability in LLM Safety Alignment
by: Ding, Sihao
Published: (2026)

FP-Inconsistent: Measurement and Analysis of Fingerprint Inconsistencies in Evasive Bot Traffic
by: Venugopalan, Hari, et al.
Published: (2024)

MOLM: Mixture of LoRA Markers
by: Fares, Samar, et al.
Published: (2025)

Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
by: Frery, Jordan, et al.
Published: (2025)

LoRAGuard: An Effective Black-box Watermarking Approach for LoRAs
by: Lv, Peizhuo, et al.
Published: (2025)

LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
by: Liu, Hongyi, et al.
Published: (2024)

Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
by: Zhu, JianHao, et al.
Published: (2024)

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters
by: Ahn, Beomjin, et al.
Published: (2026)

AC-LoRA: (Almost) Training-Free Access Control-Aware Multi-Modal LLMs
by: Lazier, Lara Magdalena, et al.
Published: (2025)

Weight space Detection of Backdoors in LoRA Adapters
by: Merenciano, David Puertolas, et al.
Published: (2026)

Improving LoRA in Privacy-preserving Federated Learning
by: Sun, Youbang, et al.
Published: (2024)

PrivTuner with Homomorphic Encryption and LoRA: A P3EFT Scheme for Privacy-Preserving Parameter-Efficient Fine-Tuning of AI Foundation Models
by: Li, Yang, et al.
Published: (2024)

NCorr-FP: A Neighbourhood-based Correlation-preserving Fingerprinting Scheme for Intellectual Property Protection of Structured Data
by: Šarčević, Tanja, et al.
Published: (2025)

Risks When Sharing LoRA Fine-Tuned Diffusion Model Weights
by: Yao, Dixi
Published: (2024)

DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models
by: Xu, Honghui, et al.
Published: (2025)