conftrace_

multi-party computation

11 papers

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Also known as

MPC

Co-occurring keywords

differential privacy (1016) privacy-preserving learning (117) secure computation (22) vision transformer (1106) federated learning (1333) linear communication complexity (1) privacy-preserving training (11) dropout resilience (1) fuzzy matching (11) private inference (12)

Papers

FedSkeleton: Secure Multi-Party Graph Skeleton Construction for Privacy-Preserving Federated Time-Series Forecasting AAAI 2026
Don’t forget private retrieval: distributed private similarity search for large language models ACL 2024
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data NIPS 2024
SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation ICCV 2023
MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention ICCV 2023
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity AISTATS 2023
SECRECY: Secure collaborative analytics in untrusted clouds NSDI 2023
Practical privacy-preserving Gaussian process regression via secret sharing UAI 2023
Data Appraisal Without Data Sharing AISTATS 2022
Secure Multi-party Differential Privacy NIPS 2015
Multiparty Differential Privacy via Aggregation of Locally Trained Classifiers NIPS 2010