gradient-inversion

There are 0 repository under gradient-inversion topic.

KaiyuanZh / censor
[NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling
bayesian data-reconstruction federated-learning gradient-inversion gradient-inversion-attack orthogonal-subspaces pytorch-implementation ndss-2025 privacy privacy-enhancing-technologies privacy-protection
Language:Python 11
HKU-TASR / Geminio
Geminio is a VLM-powered gradient inversion attack in federated learning (FL). It allows the adversary (the FL server) to describe the data of value and reconstruct the victim client's private data matching the description.
ai-privacy federated-learning gradient-inversion vlm
Language:Python 5
pittisl / intertwined-FL
data-heterogeneity federated-learning gradient-inversion device-heterogeneity
Language:Python 3
haobozhang / inversion-influence-function
Understanding Deep Gradient Leakage via Inversion Influence Functions, NeurIPS 2023
federated-learning influence-function privacy privacy-tools pytorch gradient-inversion
Language:Python 1

KaiyuanZh / censor