Model-Free Template Reconstruction Attack with Feature Converter

Author:

Akasaka Muku1,Maeda Soshi1,Sato Yuya1,Nishigaki Masakatsu1,Ohki Tetsushi1

Affiliation:

1. Shizuoka University,Shizuoka,Japan

Publisher

IEEE

Reference20 articles.

1. The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks

2. Wasserstein generative adversarial networks;arjovsky;Proceedings of the 34th International Conference on Machine Learning,2017

3. Deep Learning Face Attributes in the Wild

4. Learning face representation from scratch;yi;arXiv preprint arXiv 1411 7923,2014

5. Learning to align from scratch;huang;Advances in Neural Information Processing Systems (NIPS),2012

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems;IEEE Transactions on Biometrics, Behavior, and Identity Science;2024-07

2. Deep Face Decoder: Towards understanding the embedding space of convolutional networks through visual reconstruction of deep face templates;Engineering Applications of Artificial Intelligence;2024-06

3. Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks via 3D Face Reconstruction;IEEE Transactions on Pattern Analysis and Machine Intelligence;2023-12

4. Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction;2023 IEEE/CVF International Conference on Computer Vision (ICCV);2023-10-01

5. Inversion of Deep Facial Templates using Synthetic Data;2023 IEEE International Joint Conference on Biometrics (IJCB);2023-09-25

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