Cover Image

AFGI: Towards Accurate and Fast-convergent Gradient Inversion Attack in Federated Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Can, Wang, Jin, Zhou, and Yipeng, Yuan, Yachao, Sheng, Quanzheng, Lu, Kejie
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning
by: Liu, Can, et al.
Published: (2024)

Enhancing Gradient Inversion Attacks in Federated Learning via Hierarchical Feature Optimization
by: Fang, Hao, et al.
Published: (2026)

Inverse-Free Fast Natural Gradient Descent Method for Deep Learning
by: Ou, Xinwei, et al.
Published: (2024)

Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks
by: Wang, Yanbo, et al.
Published: (2024)

Sketch and Refine: Towards Fast and Accurate Lane Detection
by: Chen, Chao, et al.
Published: (2024)

DeepInv: A Novel Self-supervised Learning Approach for Fast and Accurate Diffusion Inversion
by: Zhang, Ziyue, et al.
Published: (2026)

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
by: Liang, Yu, et al.
Published: (2025)

Vision-guided and Mask-enhanced Adaptive Denoising for Prompt-based Image Editing
by: Wang, Kejie, et al.
Published: (2024)

EasyInv: Toward Fast and Better DDIM Inversion
by: Zhang, Ziyue, et al.
Published: (2024)

Exploiting Motion Prior for Accurate Pose Estimation of Dashboard Cameras
by: Lu, Yipeng, et al.
Published: (2024)

Gradient Inversion of Federated Diffusion Models
by: Huang, Jiyue, et al.
Published: (2024)

Prompt-driven Transferable Adversarial Attack on Person Re-Identification with Attribute-aware Textual Inversion
by: Bian, Yuan, et al.
Published: (2025)

Graspness Discovery in Clutters for Fast and Accurate Grasp Detection
by: Wang, Chenxi, et al.
Published: (2024)

FastFace: Fast-converging Scheduler for Large-scale Face Recognition Training with One GPU
by: Gong, Xueyuan, et al.
Published: (2024)

Towards Accurate Post-training Quantization for Diffusion Models
by: Wang, Changyuan, et al.
Published: (2023)

FA-Depth: Toward Fast and Accurate Self-supervised Monocular Depth Estimation
by: Wang, Fei, et al.
Published: (2024)

Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation
by: Wu, Yao, et al.
Published: (2024)

Venomancer: Towards Imperceptible and Target-on-Demand Backdoor Attacks in Federated Learning
by: Nguyen, Son, et al.
Published: (2024)

MAGIA: Sensing Per-Image Signals from Single-Round Averaged Gradients for Label-Inference-Free Gradient Inversion
by: Zhou, Zhanting, et al.
Published: (2025)

Fast and Accurate Neural Rendering Using Semi-Gradients
by: Cho, In-Young, et al.
Published: (2024)

Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner
by: Xia, Mengfei, et al.
Published: (2023)

Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
by: Zheng, Zhiwen, et al.
Published: (2026)

Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients
by: Lun, Li, et al.
Published: (2025)

FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models
by: Zhao, Lin, et al.
Published: (2024)

LoFA: Learning to Predict Personalized Priors for Fast Adaptation of Visual Generative Models
by: Hao, Yiming, et al.
Published: (2025)

Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation
by: Jiang, Shiyi, et al.
Published: (2025)

GI-NAS: Boosting Gradient Inversion Attacks Through Adaptive Neural Architecture Search
by: Yu, Wenbo, et al.
Published: (2024)

Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2025)

Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation
by: Li, Jiahao, et al.
Published: (2026)

MSGCoOp: Multiple Semantic-Guided Context Optimization for Few-Shot Learning
by: Wang, Zhaolong, et al.
Published: (2025)

Robust Pseudo-label Learning with Neighbor Relation for Unsupervised Visible-Infrared Person Re-Identification
by: Yin, Xiangbo, et al.
Published: (2024)

Learnable Scaled Gradient Descent for Guaranteed Robust Tensor PCA
by: Feng, Lanlan, et al.
Published: (2025)

StructSR: Refuse Spurious Details in Real-World Image Super-Resolution
by: Li, Yachao, et al.
Published: (2025)

On the Vulnerability of Skip Connections to Model Inversion Attacks
by: Koh, Jun Hao, et al.
Published: (2024)

MonoGS++: Fast and Accurate Monocular RGB Gaussian SLAM
by: Li, Renwu, et al.
Published: (2025)

Measurement Geometry and Design for Trustworthy Generative Inverse Problems
by: Jin, Pengfei, et al.
Published: (2026)

Model Inversion Attacks Through Target-Specific Conditional Diffusion Models
by: Li, Ouxiang, et al.
Published: (2024)

Patch Rebirth: Toward Fast and Transferable Model Inversion of Vision Transformers
by: Heo, Seongsoo, et al.
Published: (2025)

Simple and Fast Distillation of Diffusion Models
by: Zhou, Zhenyu, et al.
Published: (2024)

TrueSkin: Towards Fair and Accurate Skin Tone Recognition and Generation
by: Lu, Haoming
Published: (2025)