Tong Zhou

21 papers A* 6A 3Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
MetaSeal: Defending Against Image Attribution Forgery Through Content-Dependent Cryptographic Watermarks.
Trans. Mach. Learn. Res.
Tong Zhou, Ruyi Ding, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Yunsi Fei, Xiaolin Xu, Shaolei Ren
2025 J jnl
A Content-dependent Watermark for Safeguarding Image Attribution.
CoRR
Tong Zhou, Ruyi Ding, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Yunsi Fei, Xiaolin Xu, Shaolei Ren
2025 J jnl
ProDiF: Protecting Domain-Invariant Features to Secure Pre-Trained Models Against Extraction.
CoRR
Tong Zhou, Shijin Duan, Gaowen Liu, Charles Fleming, Ramana Rao Kompella, Shaolei Ren, Xiaolin Xu
2025 A* conf
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing.
NDSS
Ruyi Ding, Tong Zhou, Lili Su, Aidong Adam Ding, Xiaolin Xu, Yunsi Fei
2024 A conf
AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing.
ICCAD
Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu
2024 J jnl
AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing.
CoRR
Tong Zhou, Jiahui Zhao, Yukui Luo, Xi Xie, Wujie Wen, Caiwen Ding, Xiaolin Xu
2024 A* conf
ArchLock: Locking DNN Transferability at the Architecture Level with a Zero-Cost Binary Predictor.
ICLR
Tong Zhou, Shaolei Ren, Xiaolin Xu
2024 A* conf
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature.
NeurIPS
Tong Zhou, Xuandong Zhao, Xiaolin Xu, Shaolei Ren
2024 J jnl
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature.
CoRR
Tong Zhou, Xuandong Zhao, Xiaolin Xu, Shaolei Ren
2024 J jnl
Probe-Me-Not: Protecting Pre-trained Encoders from Malicious Probing.
CoRR
Ruyi Ding, Tong Zhou, Lili Su, Aidong Adam Ding, Xiaolin Xu, Yunsi Fei
2024 A* conf
TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments.
DAC
Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu
2024 J jnl
TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments.
CoRR
Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu
2023 A* conf
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference.
ICCV
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
2023 J jnl
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference.
CoRR
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
2023 A conf
MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference.
ICCAD
Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu
2023 J jnl
MirrorNet: A TEE-Friendly Framework for Secure On-device DNN Inference.
CoRR
Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu
2023 A* conf
NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation.
ICML
Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu
2023 J jnl
NNSplitter: An Active Defense Solution to DNN Model via Automated Weight Obfuscation.
CoRR
Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu
2022 A conf
ObfuNAS: A Neural Architecture Search-Based DNN Obfuscation Approach.
ICCAD
Tong Zhou, Shaolei Ren, Xiaolin Xu
2022 J jnl
ObfuNAS: A Neural Architecture Search-based DNN Obfuscation Approach.
CoRR
Tong Zhou, Shaolei Ren, Xiaolin Xu
2021 — conf
Deep Neural Network Security From a Hardware Perspective.
NANOARCH
Tong Zhou, Yuheng Zhang, Shijin Duan, Yukui Luo, Xiaolin Xu