Luo, Yukui

1. Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA
   2020/11/05 by Adnan Siraj Rakin, Yukui Luo, Rakin, Adnan Siraj +5 · 4 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
2. NNSplitter: An Active Defense Solution for DNN Model via Automated Weight Obfuscation
   2023/04/28 by Tong Zhou, Yukui Luo, Zhou, Tong +5 · 4 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
3. LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
   2023/09/25 by Hongwu Peng, Peng, Hongwu, Ran Ran +19 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #B.0 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
4. MirrorNet: A TEE-Friendly Framework for Secure On-device DNN Inference
   2023/11/16 by Liu, Ziyu, Luo, Yukui, Duan, Shijin +2 · 4 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
   2023/08/20 by Hongwu Peng, Shaoyi Huang, Peng, Hongwu +25 · 2 citations
   Computer Science · #B.0 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
6. NNReArch: A Tensor Program Scheduling Framework Against Neural Network Architecture Reverse Engineering
   2022/03/22 by Yukui Luo, Shijin Duan, Luo, Yukui +7 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Radiation Effects in Electronics
7. PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference
   2022/09/20 by Hongwu Peng, Peng, Hongwu, Shanglin Zhou +23 · 1 citation
   Computer Science · Engineering · #C.3 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #I.2 #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques