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Author

Yaochu Jin

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Aug 2026

Automated formal verification of secure aggregation protocols

An automated formal verification study of the Secure Aggregation protocol using ProVerif is presented, demonstrating how automated formal verification can support trustworthy and verifiable federated learning software systems.

Yuping Yan, Zi-Cen Zhao, Ming Fei et al. · 0 citations
Jul 2026

Enhancing spiking transformers with temporal feedback coding and global-local dynamic neurons.

This work introduces a Temporal Feedback Coding (TFC) scheme that leverages feedback at the encoding stage to diversify spike patterns and designs a Global-Local Dynamic LIF (GLD-LIF) neuron that enhances cross-step dependency modeling by integrating local aggregation and global initialization.

Zeqi Zheng, Zizheng Zhu, Yingchao Yu et al. · 0 citations

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