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AntTech
AntTech
Feb 19, 2025 · Information Security

Rondo and BumbleBee: Scalable Randomness Beacon and Secure Two‑Party Inference for Large Transformers

This article introduces two Ant Group papers selected for NDSS 2025—Rondo, a scalable, reconfiguration‑friendly distributed randomness beacon for blockchain‑type systems, and BumbleBee, a communication‑efficient two‑party inference framework that protects privacy for large Transformer models.

BlockchainRandomness Beacondistributed systems
0 likes · 5 min read
Rondo and BumbleBee: Scalable Randomness Beacon and Secure Two‑Party Inference for Large Transformers
JD Tech Talk
JD Tech Talk
Jun 3, 2020 · Artificial Intelligence

JD Digital Science Unveils Fast Secure Federated Learning Framework and Two Industry‑First Techniques

JD Digital Science introduced its fast secure federated learning framework, highlighted two pioneering technologies—a kernel‑based nonlinear federated learning algorithm and a distributed fast homomorphic encryption method—both accepted at KDD 2020, and discussed their industrial applications, privacy benefits, and regulatory relevance.

AI infrastructureFederated LearningKDD2020
0 likes · 6 min read
JD Digital Science Unveils Fast Secure Federated Learning Framework and Two Industry‑First Techniques