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A Survey on Privacy-Preserving Transformer Inference: A Five-Stop Map
Deep-read notes on arXiv 2412.08145: threat models, the division of labour between MPC and HE, the dispute over the 12.7% bottleneck, the routes for linear and non-linear layers, the two independent axes of evaluation, and errata E1–E14 in the original text.