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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
782021
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 (2020), 105455-105471, 2020
762020
Machine learning in hardware security
S Duan, Z Li, Y Luo, M Sun, W Wang, X Lin, X Xu
Emerging Topics in Hardware Security, 111-146, 2020
592020
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
572021
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
552021
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
532023
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, 20679-20694, 2023
482023
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
472020
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
392023
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
352019
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
322020
Side-channel-assisted reverse-engineering of encrypted dnn hardware accelerator ip and attack surface exploration
C Gongye, Y Luo, X Xu, Y Fei
2024 IEEE Symposium on Security and Privacy (SP), 4678-4695, 2024
292024
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
292021
Adapi: Facilitating dnn model adaptivity for efficient private inference in edge computing
T Zhou, J Zhao, Y Luo, X Xie, W Wen, C Ding, X Xu
Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided …, 2024
222024
Mirrornet: A tee-friendly framework for secure on-device dnn inference
Z Liu, Y Luo, S Duan, T Zhou, X Xu
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
212023
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
212023
Aq2pnn: Enabling two-party privacy-preserving deep neural network inference with adaptive quantization
Y Luo, N Xu, H Peng, C Wang, S Duan, K Mahmood, W Wen, C Ding, ...
Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023
202023
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
202020
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
172022
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
132020
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