Tootfinder

@… “needed to implement our own find-in-page” is a compound code smell that tattles on the previous stink of “we should be rendering this on the server side, but here’s some fancy javascript instead”.

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning
Kaixiang Zhao, Joseph Yousry Attalla, Qian Lou, Yushun Dong
https://arxiv.org/abs/2507.05649

DESIGN: Encrypted GNN Inference via Server-Side Input Graph Pruning
Graph Neural Networks (GNNs) have achieved state-of-the-art performance in various graph-based learning tasks. However, enabling privacy-preserving GNNs in encrypted domains, such as under Fully Homomorphic Encryption (FHE), typically incurs substantial computational overhead, rendering real-time and privacy-preserving inference impractical. In this work, we propose DESIGN (EncrypteD GNN Inference via sErver-Side Input Graph pruNing), a novel framework for efficient encrypted GNN inference. DES…