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gradient-inversion-attack

Here are 6 public repositories matching this topic...

ffhibnese / GIFD_Gradient_Inversion_Attack

[ICCV-2023] Gradient inversion attack, Federated learning, Generative adversarial network.

federated-learning trustworthy-ai deep-gradient-leakage gradient-inversion-attack

Updated Sep 17, 2026
Python

Pengxin-Guo / Awesome-Gradient-Inversion-Attacks

Paper List for Gradient Inversion Attacks in Federated Learning [IEEE TPAMI 2026]

privacy federated-learning gradient-inversion-attack

Updated Apr 20, 2026

Pengxin-Guo / HyperFL

HyperFL [AAAI 2025] & HyperFL++.

privacy-protection federated-learning gradient-inversion-attack

Updated Jul 3, 2025
Python

KaiyuanZh / CENSOR

[NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling

privacy bayesian privacy-enhancing-technologies privacy-protection federated-learning pytorch-implementation orthogonal-subspaces data-reconstruction gradient-inversion gradient-inversion-attack ndss-2025

Updated Jan 18, 2025
Python

sudip-bhujel / TRACE

[NeurIPS 2026] The official implementation of the paper "Temporal Gradient Inversion for Private Trajectory Reconstruction in Embodied Reinforcement Learning"

transformers trajectory-prediction embodied-ai gradient-inversion-attack

Updated Oct 2, 2026
Python

SaeedShariati / Gradient-Inversion-via-LT-Codes

An implementation of the paper "Cascading Gradient Inversion via LT-Code Inspired Peeling in Federated Learning"

federated-learning gradient-inversion gradient-inversion-attack gradient-inversion-attacks

Updated Sep 15, 2026
Python

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