Mr. CHEN Yufei (陳宇飛)

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Research Output

  1. 2023
  2. Published

    Intellectual property protection of DNN models

    Peng, S., Chen, Y., Xu, J., Chen, Z., Wang, C. & Jia, X., Jul 2023, In: World Wide Web. 26, 4, p. 1877-1911 35 p.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Check@CityULib
  3. 2022
  4. Published

    Amplifying Membership Exposure via Data Poisoning

    Chen, Y., Shen, C., Shen, Y., Wang, C. & Zhang, Y., Nov 2022, 36th Conference on Neural Information Processing Systems (NeurIPS 2022). Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 2
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  5. Published

    Teacher Model Fingerprinting Attacks Against Transfer Learning

    Chen, Y., Shen, C., Wang, C. & Zhang, Y., Aug 2022, Proceedings of the 31st USENIX Security Symposium. USENIX Association, p. 3593-3610 18 p. (Proceedings of the USENIX Security Symposium, Security).

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 2
    Check@CityULib
  6. Online published

    Can We Mitigate Backdoor Attack Using Adversarial Detection Methods?

    Jin, K., Zhang, T., Shen, C., Chen, Y., Fan, M., Lin, C. & Liu, T., 28 Jul 2022, (Online published) In: IEEE Transactions on Dependable and Secure Computing.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Check@CityULib

  7. Property Inference Attacks Against GANs

    Zhou, J., Chen, Y., Shen, C. & Zhang, Y., Apr 2022, Network and Distributed Systems Security (NDSS) Symposium 2022. 17 p.

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Check@CityULib

  8. FAIRNEURON: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons

    Gao, X., Zhai, J., Ma, S., Shen, C., Chen, Y. & Wang, Q., 2022, Proceedings - 2022 ACM/IEEE 44th International Conference on Software Engineering: ICSE 2022. New York: Association for Computing Machinery (ACM), p. 921–933

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 3
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  9. 2021
  10. Published

    When Deep Learning Meets Differential Privacy: Privacy, Security, and More

    Li, X., Chen, Y., Wang, C. & Shen, C., Nov 2021, In: IEEE Network. 35, 6, p. 148-155

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 3
    Check@CityULib
  11. Published

    Scaling Camouflage: Content Disguising Attack Against Computer Vision Applications

    Chen, Y., Shen, C., Wang, C., Xiao, Q., Li, K. & Chen, Y., Sept 2021, In: IEEE Transactions on Dependable and Secure Computing. 18, 5, p. 2017-2028

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review

    Scopus citations: 2
    Check@CityULib
  12. 2019

  13. Seeing is Not Believing: Camouflage Attacks on Image Scaling Algorithms

    Xiao, Q., Chen, Y., Shen, C., Chen, Y. & Li, K., 2019, Proceedings of the 28th USENIX Security Symposium. p. 443-460

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review

    Scopus citations: 47
    Check@CityULib