"privacy-preserving inference" Papers

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Unextractable Protocol Models: Collaborative Training and Inference without Weight Materialization

Alexander Long, Chamin Hewa Koneputugodage, Thalaiyasingam Ajanthan et al.

NEURIPS 2025

SIMBA: Split Inference - Mechanisms, Benchmarks and Attacks

Abhishek Singh, Vivek Sharma, Rohan Sukumaran et al.

ECCV 2024
2
citations

Split-and-Denoise: Protect large language model inference with local differential privacy

Peihua Mai, Ran Yan, Zhe Huang et al.

ICML 2024arXiv:2310.09130
32
citations