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conftrace_

training data reconstruction

6 papers

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Co-occurring keywords · papers mentioning both

membership inference (3) gradient inversion attack (2) membership inference attack (2) privacy attack (2) differential privacy (2) data reconstruction (1) decentralized training (1) training data extraction (1) activation inversion (1) gradient leakage (1)

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 Bounding training data reconstruction in DP-SGD NeurIPS 2023 Reconstructing Training Data from Model Gradient, Provably AISTATS 2023 Bounding Training Data Reconstruction in Private (Deep) Learning ICML 2022 Reconstructing Training Data From Trained Neural Networks NeurIPS 2022