Wenye Liu

According to our database, Wenye Liu authored at least 22 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Live Demonstration: Man-in-the-Middle Attack on Edge Artificial Intelligence.

Bowen Hu, Weiyang He, Si Wang, Wenye Liu, Chip-Hong Chang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

Efficient Fast Additive Homomorphic Encryption Cryptoprocessor for Privacy-Preserving Federated Learning Aggregation.

Wenye Liu, Nazim Altar Koca, Chip-Hong Chang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

An Imperceptible Data Augmentation Based Blackbox Clean-Label Backdoor Attack on Deep Neural Networks.

Chaohui Xu, Wenye Liu, Yue Zheng, Si Wang, Chip-Hong Chang

IEEE Trans. Circuits Syst. I Regul. Pap., December, 2023

PUF-Based Mutual Authentication and Key Exchange Protocol for Peer-to-Peer IoT Applications.

Yue Zheng, Wenye Liu, Chongyan Gu, Chip-Hong Chang

IEEE Trans. Dependable Secur. Comput., 2023

A Lightweight PUF-based Secure Group Key Agreement Protocol for Wireless Sensor Networks.

Yue Zheng, Wenye Liu, Chip-Hong Chang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

2022

Inconspicuous Data Augmentation Based Backdoor Attack on Deep Neural Networks.

Chaohui Xu, Wenye Liu, Yue Zheng, Si Wang, Chip-Hong Chang

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

A Practical Man-in-the-Middle Attack on Deep Learning Edge Device by Sparse Light Strip Injection into Camera Data Lane.

Wenye Liu, Weiyang He, Bowen Hu, Chip-Hong Chang

Proceedings of the 35th IEEE International System-on-Chip Conference, 2022

Deep Texture-Depth-Based Attention for Face Recognition on IoT Devices.

Yuxin Lin, Wenye Liu, Chip-Hong Chang

Proceedings of the IEEE Asia Pacific Conference on Circuit and Systems, 2022

2021

Stealthy and Robust Glitch Injection Attack on Deep Learning Accelerator for Target With Variational Viewpoint.

Wenye Liu, Chip-Hong Chang, Fan Zhang

IEEE Trans. Inf. Forensics Secur., 2021

A New Lightweight In Situ Adversarial Sample Detector for Edge Deep Neural Network.

Si Wang, Wenye Liu, Chip-Hong Chang

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

Two Sides of the Same Coin: Boons and Banes of Machine Learning in Hardware Security.

Wenye Liu, Chip-Hong Chang, Xueyang Wang, Chen Liu, Jason M. Fung, Mohammad Ebrahimabadi, Naghmeh Karimi, Xingyu Meng, Kanad Basu

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

Research on Defect Intelligent Identification System Based on Cloud-Fog-Edge Cooperation for UAV Electric Power Inspection.

Wenye Liu, Haiming Xu, Kegui Guo, Nianguo Liu, Xuming Tang, Jianghui Meng, Cifu Zhan, Luyao Li, Pin Lu

Proceedings of the Big Data and Security - Third International Conference, 2021

A Forward Error Compensation Approach for Fault Resilient Deep Neural Network Accelerator Design.

Wenye Liu, Chip-Hong Chang

Proceedings of the ASHES@CCS 2021: Proceedings of the 5th Workshop on Attacks and Solutions in Hardware Security, 2021

2020

Fired Neuron Rate Based Decision Tree for Detection of Adversarial Examples in DNNs.

Si Wang, Wenye Liu, Chip-Hong Chang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Imperceptible Misclassification Attack on Deep Learning Accelerator by Glitch Injection.

Wenye Liu, Chip-Hong Chang, Fan Zhang, Xiaoxuan Lou

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-Based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing.

Yixing Li, Zichuan Liu, Wenye Liu, Yu Jiang, Yongliang Wang, Wang Ling Goh, Hao Yu, Fengbo Ren

IEEE Trans. Ind. Electron., 2019

Analysis of Circuit Aging on Accuracy Degradation of Deep Neural Network Accelerator.

Wenye Liu, Chip-Hong Chang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection.

Si Wang, Wenye Liu, Chip-Hong Chang

Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2019

Vulnerability Analysis on Noise-Injection Based Hardware Attack on Deep Neural Networks.

Wenye Liu, Si Wang, Chip-Hong Chang

Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2019

2018

Active IC Metering of Digital Signal Processing Subsystem with Two-Tier Activation for Secure Split Test.

Sumedh Somnath Dhabu, Yue Zheng, Wenye Liu, Chip-Hong Chang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017

A fast online sequential learning accelerator for IoT network intrusion detection: work-in-progress.

Hantao Huang, Suleman Khalid Rai, Wenye Liu, Hao Yu

Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017

2016

An Inductively Filtered Multiwinding Rectifier Transformer and Its Application in Industrial DC Power Supply System.

Yong Li, Fanghong Yao, Yijia Cao, Wenye Liu, Fang Liu, Sijia Hu, Longfu Luo, Zhiwen Zhang, Yuehui Chen, Guandong Zhou, Christian Rehtanz

IEEE Trans. Ind. Electron., 2016