conftrace_

training data reconstruction

6 papers

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Co-occurring keywords

membership inference (114) gradient inversion attack (29) membership inference attack (93) privacy attack (119) differential privacy (1016) data reconstruction (14) decentralized training (18) training data extraction (13) activation inversion (1) gradient leakage (13)

Papers

Stealing Training Data from Large Language Models in Decentralized Training through Activation Inversion Attack ACL 2025
Seeing the Forest through the Trees: Data Leakage from Partial Transformer Gradients EMNLP 2024
Reconstructing Training Data from Model Gradient, Provably AISTATS 2023
Bounding training data reconstruction in DP-SGD NIPS 2023
Reconstructing Training Data From Trained Neural Networks NIPS 2022
Bounding Training Data Reconstruction in Private (Deep) Learning ICML 2022