| 2025 | CCS | BOLT: Bandwidth-Optimized Lightning-Fast Oblivious Map powered by Secure HBM Accelerators. | Yitong Guo, Hongbo Chen, Haobin Hiroki Chen, Yukui Luo, XiaoFeng Wang, Chenghong Wang |
| 2025 | DAC | Holistic Design towards Resource-Stringent Binary Vector Symbolic Architecture. | Shijin Duan, Nuntipat Narkthong, Yukui Luo, Shaolei Ren, Xiaolin Xu |
| 2025 | DAC | Guarder: A Stable and Lightweight Reconfigurable RRAM-based PIM Accelerator for DNN IP Protection. | Ning Lin, Yi Li, Jiankun Li, Jichang Yang, Yangu He, Yukui Luo, Dashan Shang, Xiaoming Chen, Xiaojuan Qi, Zhongrui Wang |
| 2025 | RAID | ShuffleV: A Microarchitectural Defense Strategy against Electromagnetic Side-Channel Attacks in Microprocessors. | Nuntipat Narkthong, Yukui Luo, Xiaolin Xu |
| 2024 | DAC | TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments. | Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu |
| 2024 | ICCAD | 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 |
| 2024 | SP | Side-Channel-Assisted Reverse-Engineering of Encrypted DNN Hardware Accelerator IP and Attack Surface Exploration. | Cheng Gongye, Yukui Luo, Xiaolin Xu, Yunsi Fei |
| 2024 | SP | DeepShuffle: A Lightweight Defense Framework against Adversarial Fault Injection Attacks on Deep Neural Networks in Multi-Tenant Cloud-FPGA. | Yukui Luo, Adnan Siraj Rakin, Deliang Fan, Xiaolin Xu |
| 2023 | DAC | HammerDodger: A Lightweight Defense Framework against RowHammer Attack on DNNs. | Cheng Gongye, Yukui Luo, Xiaolin Xu, Yunsi Fei |
| 2023 | DAC | PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network Deployment. | Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding |
| 2023 | ICCAD | MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference. | Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu |
| 2023 | ICCV | 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 |
| 2023 | ICML | NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation. | Tong Zhou, Yukui Luo, Shaolei Ren, Xiaolin Xu |
| 2023 | MICRO | AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization. | Yukui Luo, Nuo Xu, Hongwu Peng, Chenghong Wang, Shijin Duan, Kaleel Mahmood, Wujie Wen, Caiwen Ding, Xiaolin Xu |
| 2022 | FCCM | NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering. | Yukui Luo, Shijin Duan, Cheng Gongye, Yunsi Fei, Xiaolin Xu |
| 2022 | FPGA | An Integrity Checking Framework for AXI Protocol in Multi-tenant FPGA. | Yukui Luo, Yuheng Zhang, Shijin Duan, Xiaolin Xu |
| 2021 | DAC | DeepStrike: Remotely-Guided Fault Injection Attacks on DNN Accelerator in Cloud-FPGA. | Yukui Luo, Cheng Gongye, Yunsi Fei, Xiaolin Xu |
| 2021 | DAC | SGX-FPGA: Trusted Execution Environment for CPU-FPGA Heterogeneous Architecture. | Ke Xia, Yukui Luo, Xiaolin Xu, Sheng Wei |
| 2021 | DATE | Constructive Use of Process Variations: Reconfigurable and High-Resolution Delay-Line. | Wenhao Wang, Yukui Luo, Xiaolin Xu |
| 2020 | FCCM | A Dynamic Frequency Scaling Framework Against Reliability and Security Issues in Multi-tenant FPGA. | Yukui Luo, Xiaolin Xu |
| 2020 | ICCAD | A Quantitative Defense Framework against Power Attacks on Multi-tenant FPGA. | Yukui Luo, Xiaolin Xu |
| 2020 | ICCD | Stealthy-Shutdown: Practical Remote Power Attacks in Multi - Tenant FPGAs. | Yukui Luo, Cheng Gongye, Shaolei Ren, Yunsi Fei, Xiaolin Xu |