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Wenye Liu
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2020 – today
- 2024
- [c15]Wenye Liu, Nazim Altar Koca, Chip-Hong Chang:
Efficient Fast Additive Homomorphic Encryption Cryptoprocessor for Privacy-Preserving Federated Learning Aggregation. DATE 2024: 1-6 - [c14]Bowen Hu, Weiyang He, Si Wang, Wenye Liu, Chip-Hong Chang:
Live Demonstration: Man-in-the-Middle Attack on Edge Artificial Intelligence. ISCAS 2024: 1 - 2023
- [j7]Chaohui Xu
, Wenye Liu
, Yue Zheng
, Si Wang, Chip-Hong Chang
:
An Imperceptible Data Augmentation Based Blackbox Clean-Label Backdoor Attack on Deep Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 70(12): 5011-5024 (2023) - [j6]Yue Zheng
, Wenye Liu
, Chongyan Gu
, Chip-Hong Chang
:
PUF-Based Mutual Authentication and Key Exchange Protocol for Peer-to-Peer IoT Applications. IEEE Trans. Dependable Secur. Comput. 20(4): 3299-3316 (2023) - [c13]Yue Zheng, Wenye Liu, Chip-Hong Chang:
A Lightweight PUF-based Secure Group Key Agreement Protocol for Wireless Sensor Networks. ISCAS 2023: 1-5 - 2022
- [c12]Yuxin Lin, Wenye Liu, Chip-Hong Chang:
Deep Texture-Depth-Based Attention for Face Recognition on IoT Devices. APCCAS 2022: 1-5 - [c11]Wenye Liu, Weiyang He, Bowen Hu, Chip-Hong Chang:
A Practical Man-in-the-Middle Attack on Deep Learning Edge Device by Sparse Light Strip Injection into Camera Data Lane. SOCC 2022: 1-6 - [c10]Chaohui Xu, Wenye Liu, Yue Zheng, Si Wang, Chip-Hong Chang:
Inconspicuous Data Augmentation Based Backdoor Attack on Deep Neural Networks. SOCC 2022: 1-6 - 2021
- [j5]Wenye Liu
, Chip-Hong Chang
, Xueyang Wang
, Chen Liu
, Jason M. Fung
, Mohammad Ebrahimabadi, Naghmeh Karimi
, Xingyu Meng
, Kanad Basu
:
Two Sides of the Same Coin: Boons and Banes of Machine Learning in Hardware Security. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(2): 228-251 (2021) - [j4]Si Wang, Wenye Liu
, Chip-Hong Chang
:
A New Lightweight In Situ Adversarial Sample Detector for Edge Deep Neural Network. IEEE J. Emerg. Sel. Topics Circuits Syst. 11(2): 252-266 (2021) - [j3]Wenye Liu
, Chip-Hong Chang
, Fan Zhang
:
Stealthy and Robust Glitch Injection Attack on Deep Learning Accelerator for Target With Variational Viewpoint. IEEE Trans. Inf. Forensics Secur. 16: 1928-1942 (2021) - [c9]Wenye Liu, Chip-Hong Chang:
A Forward Error Compensation Approach for Fault Resilient Deep Neural Network Accelerator Design. ASHES@CCS 2021: 41-50 - [c8]Wenye Liu, Haiming Xu, Kegui Guo, Nianguo Liu, Xuming Tang, Jianghui Meng, Cifu Zhan, Luyao Li, Pin Lu:
Research on Defect Intelligent Identification System Based on Cloud-Fog-Edge Cooperation for UAV Electric Power Inspection. ICBDS 2021: 527-544 - 2020
- [c7]Wenye Liu, Chip-Hong Chang, Fan Zhang, Xiaoxuan Lou:
Imperceptible Misclassification Attack on Deep Learning Accelerator by Glitch Injection. DAC 2020: 1-6 - [c6]Si Wang, Wenye Liu, Chip-Hong Chang:
Fired Neuron Rate Based Decision Tree for Detection of Adversarial Examples in DNNs. ISCAS 2020: 1-5
2010 – 2019
- 2019
- [j2]Yixing Li
, Zichuan Liu, Wenye Liu
, Yu Jiang
, Yongliang Wang, Wang Ling Goh
, Hao Yu, Fengbo Ren
:
A 34-FPS 698-GOP/s/W Binarized Deep Neural Network-Based Natural Scene Text Interpretation Accelerator for Mobile Edge Computing. IEEE Trans. Ind. Electron. 66(9): 7407-7416 (2019) - [c5]Wenye Liu, Si Wang, Chip-Hong Chang
:
Vulnerability Analysis on Noise-Injection Based Hardware Attack on Deep Neural Networks. AsianHOST 2019: 1-6 - [c4]Si Wang, Wenye Liu, Chip-Hong Chang
:
Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection. AsianHOST 2019: 1-6 - [c3]Wenye Liu, Chip-Hong Chang
:
Analysis of Circuit Aging on Accuracy Degradation of Deep Neural Network Accelerator. ISCAS 2019: 1-5 - 2018
- [c2]Sumedh Somnath Dhabu, Yue Zheng, Wenye Liu, Chip-Hong Chang
:
Active IC Metering of Digital Signal Processing Subsystem with Two-Tier Activation for Secure Split Test. ISCAS 2018: 1-5 - 2017
- [c1]Hantao Huang, Suleman Khalid Rai, Wenye Liu, Hao Yu:
A fast online sequential learning accelerator for IoT network intrusion detection: work-in-progress. CODES+ISSS 2017: 18:1-18:2 - 2016
- [j1]Yong Li
, Fanghong Yao, Yijia Cao, Wenye Liu, Fang Liu, Sijia Hu, Longfu Luo, Zhiwen Zhang, Yuehui Chen, Guandong Zhou, Christian Rehtanz
:
An Inductively Filtered Multiwinding Rectifier Transformer and Its Application in Industrial DC Power Supply System. IEEE Trans. Ind. Electron. 63(7): 3987-3997 (2016)
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