Cover Image

LoREnc: Low-Rank Encryption for Securing Foundation Models and LoRA Adapters

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ahn, Beomjin, Kwon, Jungmin, Jung, Chanyong, Chung, Jaewook
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

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

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

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

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

Lightweight True In-Pixel Encryption with FeFET Enabled Pixel Design for Secure Imaging
by: Udoy, Md Rahatul Islam, et al.
Published: (2026)

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

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

Mitigating Sexual Content Generation via Embedding Distortion in Text-conditioned Diffusion Models
by: Ahn, Jaesin, et al.
Published: (2025)

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

ABM-LoRA: Activation Boundary Matching for Fast Convergence in Low-Rank Adaptation
by: Lee, Dongha, et al.
Published: (2025)

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

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

Null-LoRA: Low-Rank Adaptation on Null Space
by: Zhang, Yi, et al.
Published: (2025)

DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion Model
by: Xia, Siwei, et al.
Published: (2025)

Performance Comparison of Various Modes of Advanced Encryption Standard
by: Chen, Abel C. H.
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)

Enhancing Privacy in Face Analytics Using Fully Homomorphic Encryption
by: Yalavarthi, Bharat, et al.
Published: (2024)

Multimodal Privacy-Preserving Entity Resolution with Fully Homomorphic Encryption
by: Roy, Susim, et al.
Published: (2026)

LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language Models
by: Chitty-Venkata, Krishna Teja, et al.
Published: (2025)

Rank Matters: Understanding and Defending Model Inversion Attacks via Low-Rank Feature Filtering
by: Yu, Hongyao, et al.
Published: (2024)

SLAD : Shared LoRA Adapters for Task Specific Distillation
by: Bensaid, Reda, et al.
Published: (2026)

AMB-FHE: Adaptive Multi-biometric Fusion with Fully Homomorphic Encryption
by: Bayer, Florian, et al.
Published: (2025)

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

CipherFace: A Fully Homomorphic Encryption-Driven Framework for Secure Cloud-Based Facial Recognition
by: Serengil, Sefik, et al.
Published: (2025)

Robustness of Vision Foundation Models to Common Perturbations
by: Liu, Hongbin, et al.
Published: (2026)

1LoRA: Summation Compression for Very Low-Rank Adaptation
by: Quercia, Alessio, et al.
Published: (2025)

Parameter-Efficient Domain Adaption for CSI Crowd-Counting via Self-Supervised Learning with Adapter Modules
by: Custance, Oliver, et al.
Published: (2026)

Privacy-Preserving Federated Vision Transformer Learning Leveraging Lightweight Homomorphic Encryption in Medical AI
by: Amin, Al, et al.
Published: (2025)

MADation: Face Morphing Attack Detection with Foundation Models
by: Caldeira, Eduarda, et al.
Published: (2025)

Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification
by: Choi, Hyunmin, et al.
Published: (2024)

Backdoor Attacks on Prompt-Driven Video Segmentation Foundation Models
by: Zhang, Zongmin, et al.
Published: (2025)

Controllable Adversarial Makeup for Privacy via Text-Guided Diffusion
by: Kwon, Youngjin, et al.
Published: (2025)

TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
by: Jeon, Jeimin, et al.
Published: (2026)

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models
by: Kojima, Yuto, et al.
Published: (2025)

Unlocking the Effectiveness of LoRA-FP for Seamless Transfer Implantation of Fingerprints in Downstream Models
by: Xu, Zhenhua, et al.
Published: (2025)

Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Models
by: Luo, Zihao, et al.
Published: (2024)