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Updated: Jul 28, 2025

SwarmSight: Real-time Tracking of Insect Antenna Movements and Proboscis Extension Reflex Using a Common Preparation and Conventional Hardware
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SwarmSight: Real-time Tracking of Insect Antenna Movements and Proboscis Extension Reflex Using a Common Preparation and Conventional Hardware

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Swarm-FHE:针对恶意客户端的基于完全同态加密的Swarm学习

Hussain Ahmad Madni1, Rao Muhammad Umer2,3, Gian Luca Foresti1

  • 1Department of Mathematics, Computer Science and Physics (DMIF), University of Udine, Udine 33100, Italy.

International journal of neural systems
|May 29, 2023
PubMed
概括

使用完全同型加密 (Swarm-FHE) 的Swarm学习通过加密模型参数来提高协作AI培训中的隐私. 这种方法可以防止恶意参与者和梯度泄漏,改善安全分布式学习.

关键词:
群学习学习的过程.联合学习的联合学习完全同型的加密方式.梯度泄漏 梯度泄漏 梯度泄漏

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