Publications

2021

  1. Defending against gan-based deepfake attacks via transformation-aware adversarial faces
    Chaofei Yang, Leah Ding, Yiran Chen, and 1 more author
    In 2021 International Joint Conference on Neural Networks (IJCNN), 2021

2020

  1. Enhancing generalization of wafer defect detection by data discrepancy-aware preprocessing and contrast-varied augmentation
    Chaofei Yang, Hai Li, Yiran Chen, and 1 more author
    In 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 2020
  2. Security and Robustness in Neuromorphic Computing and Deep Learning
    Chaofei Yang
    Duke University, 2020

2019

  1. Thwarting replication attack against memristor-based neuromorphic computing system
    Chaofei Yang, Beiye Liu, Hai Li, and 5 more authors
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2019
  2. Designing neuromorphic computing systems with memristor devices
    Amr Mahmoud Hassan, Chenchen Liu, Chaofei Yang, and 2 more authors
    In Handbook of Memristor Networks, 2019
  3. Neuromorphic computing systems: From cmos to emerging nonvolatile memory
    Chaofei Yang, Ximing Qiao, and Yiran Chen
    IPSJ Transactions on System LSI Design Methodology, 2019

2017

  1. Generative poisoning attack method against neural networks
    Chaofei Yang, Qing Wu, Hai Li, and 1 more author
    arXiv preprint arXiv:1703.01340, 2017
  2. Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays
    Amr M Hassan, Chaofei Yang, Chenchen Liu, and 2 more authors
    In Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017, 2017
  3. Nanoscale Memory Architectures for Neuromorphic Computing
    Chaofei Yang, Hai Li, and Yiran Chen
    In Security Opportunities in Nano Devices and Emerging Technologies, 2017

2016

  1. Security of neuromorphic computing: thwarting learning attacks using memristor’s obsolescence effect
    Chaofei Yang, Beiye Liu, Hai Li, and 5 more authors
    In 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2016
  2. Security of neuromorphic systems: Challenges and solutions
    Beiye Liu, Chaofei Yang, Hai Li, and 3 more authors
    In 2016 IEEE International Symposium on Circuits and Systems (ISCAS), 2016
  3. The applications of NVM technology in hardware security
    Chaofei Yang, Beiye Liu, Yandan Wang, and 4 more authors
    In Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
  4. Security challenges in smart surveillance systems and the solutions based on emerging nano-devices
    Chaofei Yang, Chunpeng Wu, Hai Li, and 3 more authors
    In 2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2016

2015

  1. A spiking neuromorphic design with resistive crossbar
    Chenchen Liu, Bonan Yan, Chaofei Yang, and 7 more authors
    In 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC), 2015
  2. An overview on memristor crossabr based neuromorphic circuit and architecture
    Zheng Li, Chenchen Liu, Yandan Wang, and 4 more authors
    In 2015 IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), 2015
  3. Spiking-based matrix computation by leveraging memristor crossbar array
    Hai Helen Li, Chenchen Liu, Bonan Yan, and 7 more authors
    In 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA), 2015