Tong Zhou

According to our database, Tong Zhou authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing.

Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu

CoRR, 2024

Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature.

Tong Zhou, Xuandong Zhao, Xiaolin Xu, Shaolei Ren

CoRR, 2024

ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor.

Tong Zhou, Shaolei Ren, Xiaolin Xu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments.

Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

NNSplitter: An Active Defense Solution to DNN Model via Automated Weight Obfuscation.

Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu

CoRR, 2023

NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation.

Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu

Proceedings of the International Conference on Machine Learning, 2023

AutoReP: Automatic ReLU Replacement for Fast Private Network Inference.

Hongwu Peng, Shaoyi Huang, Tong Zhou, Yukui Luo, Chenghong Wang, Zigeng Wang, Jiahui Zhao, Xi Xie, Ang Li, Tony Geng, Kaleel Mahmood, Wujie Wen, Xiaolin Xu, Caiwen Ding

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference.

Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022

ObfuNAS: A Neural Architecture Search-Based DNN Obfuscation Approach.

Tong Zhou, Shaolei Ren, Xiaolin Xu

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

Deep Neural Network Security From a Hardware Perspective.

Tong Zhou, Yuheng Zhang, Shijin Duan, Yukui Luo, Xiaolin Xu

Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2021