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Yukui Luo
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{Deep-Dup}: An adversarial weight duplication attack framework to crush deep neural network in {Multi-Tenant}{FPGA}
AS Rakin, Y Luo, X Xu, D Fan
30th USENIX Security Symposium (USENIX Security 21), 1919-1936, 2021
472021
A novel FPGA accelerator design for real-time and ultra-low power deep convolutional neural networks compared with titan X GPU
S Li, Y Luo, K Sun, N Yadav, KK Choi
IEEE Access 8, 105455-105471, 2020
472020
HILL: A hardware isolation framework against information leakage on multi-tenant FPGA long-wires
Y Luo, X Xu
2019 International Conference on Field-Programmable Technology (ICFPT), 331-334, 2019
292019
Deepstrike: Remotely-guided fault injection attacks on dnn accelerator in cloud-fpga
Y Luo, C Gongye, Y Fei, X Xu
2021 58th ACM/IEEE Design Automation Conference (DAC), 295-300, 2021
262021
A quantitative defense framework against power attacks on multi-tenant FPGA
Y Luo, X Xu
Proceedings of the 39th international conference on computer-aided design, 1-9, 2020
222020
A high-performance and secure TRNG based on chaotic cellular automata topology
Y Luo, W Wang, S Best, Y Wang, X Xu
IEEE Transactions on Circuits and Systems I: Regular Papers 67 (12), 4970-4983, 2020
222020
Sgx-fpga: Trusted execution environment for cpu-fpga heterogeneous architecture
K Xia, Y Luo, X Xu, S Wei
2021 58th ACM/IEEE Design Automation Conference (DAC), 301-306, 2021
202021
A survey of recent attacks and mitigation on FPGA systems
S Duan, W Wang, Y Luo, X Xu
2021 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 284-289, 2021
192021
Autorep: Automatic relu replacement for fast private network inference
H Peng, S Huang, T Zhou, Y Luo, C Wang, Z Wang, J Zhao, X Xie, A Li, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
122023
Novel CNN-based AP2D-net accelerator: An area and power efficient solution for real-time applications on mobile FPGA
S Li, K Sun, Y Luo, N Yadav, K Choi
Electronics 9 (5), 832, 2020
122020
Stealthy-shutdown: Practical remote power attacks in multi-tenant fpgas
Y Luo, C Gongye, S Ren, Y Fei, X Xu
2020 IEEE 38th International Conference on Computer Design (ICCD), 545-552, 2020
112020
Rrnet: Towards relu-reduced neural network for two-party computation based private inference
H Peng, S Zhou, Y Luo, N Xu, S Duan, R Ran, J Zhao, S Huang, X Xie, ...
arXiv preprint arXiv:2302.02292, 2023
102023
Implementation of deep learning neural network for real-time object recognition in OpenCL framework
Y Luo, S Li, K Sun, R Renteria, K Choi
2017 International SoC Design Conference (ISOCC), 298-299, 2017
102017
Heterogeneous system implementation of deep learning neural network for object detection in OpenCL framework
S Li, Y Luo, K Sun, K Choi
2018 International Conference on Electronics, Information, and Communication …, 2018
72018
Lingcn: Structural linearized graph convolutional network for homomorphically encrypted inference
H Peng, R Ran, Y Luo, J Zhao, S Huang, K Thorat, T Geng, C Wang, X Xu, ...
Advances in Neural Information Processing Systems 36, 2024
62024
DeepStrike: Remotely-guided fault injection attacks on DNN accelerator in cloud-FPGA. In 2021 58th ACM/IEEE Design Automation Conference (DAC)(pp. 295–300)
Y Luo, C Gongye, Y Fei, X Xu
IEEE, 2021
52021
NNSplitter: an active defense solution for DNN model via automated weight obfuscation
T Zhou, Y Luo, S Ren, X Xu
International Conference on Machine Learning, 42614-42624, 2023
42023
Polympcnet: Towards relu-free neural architecture search in two-party computation based private inference
H Peng, S Zhou, Y Luo, S Duan, N Xu, R Ran, S Huang, C Wang, T Geng, ...
arXiv preprint arXiv:2209.09424, 2022
42022
NNReArch: a tensor program scheduling framework against neural network architecture reverse engineering
Y Luo, S Duan, C Gongye, Y Fei, X Xu
2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022
42022
FPGAPRO: A defense framework against crosstalk-induced secret leakage in FPGA
Y Luo, S Duan, X Xu
ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (3 …, 2021
42021
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