Search Results for author: Ye Dong

Found 3 papers, 1 papers with code

Deep Neighbor Layer Aggregation for Lightweight Self-Supervised Monocular Depth Estimation

1 code implementation17 Sep 2023 Wang Boya, Wang Shuo, Ye Dong, Dou Ziwen

With the frequent use of self-supervised monocular depth estimation in robotics and autonomous driving, the model's efficiency is becoming increasingly important.

Autonomous Driving Decoder +1

Practical and General Backdoor Attacks against Vertical Federated Learning

no code implementations19 Jun 2023 Yuexin Xuan, Xiaojun Chen, Zhendong Zhao, Bisheng Tang, Ye Dong

The main challenge of this attack is to allow an attacker without access to the data labels, to perform an effective attack.

Vertical Federated Learning

DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints

no code implementations CVPR 2022 Zhendong Zhao, Xiaojun Chen, Yuexin Xuan, Ye Dong, Dakui Wang, Kaitai Liang

Backdoor attack is a type of serious security threat to deep learning models. An adversary can provide users with a model trained on poisoned data to manipulate prediction behavior in test stage using a backdoor.

Backdoor Attack

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