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Qi Zhong

2 accepted papers

2024

Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation

AAAI 2024technical

Model extraction attacks (MEAs) enable an attacker to replicate the functionality of a victim deep neural network (DNN) model by only querying its API service remotely, posing a severe threat to the security and integrity of pay-per-query DNN-based services. Although the majority of current research…

Cited by 3SourcePDFScholar
2022

Dynamic Spatial Propagation Network for Depth Completion

AAAI 2022technical

Image-guided depth completion aims to generate dense depth maps with sparse depth measurements and corresponding RGB images. Currently, spatial propagation networks (SPNs) are the most popular affinity-based methods in depth completion, but they still suffer from the representation limitation of the…

Cited by 137SourcePDFScholar