Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?

Xiaoxiao Sun, Nidham Gazagnadou, Vivek Sharma, Lingjuan Lyu, Hongdong Li, Liang Zheng 0001. Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{SunGSLL023,
  title = {Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?},
  author = {Xiaoxiao Sun and Nidham Gazagnadou and Vivek Sharma and Lingjuan Lyu and Hongdong Li and Liang Zheng 0001},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/2082273791021571c410f41d565d0b45-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/SunGSLL023},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}