Nidham
Gazagnadou
Publications
Hand-crafted image quality metrics, such as PSNR and SSIM, are commonly used to evaluate model privacy risk under reconstruction attacks. Under these metrics, reconstructed images that are determined to resemble the original one generally indicate more privacy leakage. Image…
Blog
August 7, 2023 | PPML
Privacy-Preserving Machine Learning Blog Series: Practicing Privacy by Design
Privacy-Preserving Machine Learning Blog SeriesAt Sony AI, the Privacy-Preserving Machine Learning (PPML) team focuses on fundamental and applied research in computer vision privacy. Their innovative research aims to apply these n…
Privacy-Preserving Machine Learning Blog SeriesAt Sony AI, the Privacy-Preserving Machine Learning (PPML) team focuses on fundamen…
July 13, 2023 | Sony AI
Meet the Team #8: Weiming Zhuang, Nidham Gazagnadou, Chen Chen
At Sony AI, the Privacy-Preserving Machine Learning (PPML) team focuses on fundamental and applied research in computer vision privacy. Their innovative research aims to apply these novel ideas to real-world AI applications. In th…
At Sony AI, the Privacy-Preserving Machine Learning (PPML) team focuses on fundamental and applied research in computer vision pri…
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