Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks

23 April 2025

Papers citing "Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks"

26 / 26 papers shown

Title
RT-DETRv2: Improved Baseline with Bag-of-Freebies for Real-Time Detection Transformer Wenyu Lv Yian Zhao Qinyao Chang Kui Huang Guanzhong Wang Yi Liu ViT 45 43 0 24 Jul 2024
You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks Qiushi Li Yan Zhang Ju Ren Qi Li Yaoxue Zhang AAML PICV 75 25 0 05 Apr 2024
NeuRAD: Neural Rendering for Autonomous Driving Adam Tonderski Carl Lindström Georg Hess William Ljungbergh Lennart Svensson Christoffer Petersson 96 68 0 26 Nov 2023
DPMLBench: Holistic Evaluation of Differentially Private Machine Learning Chengkun Wei Ming-Hui Zhao Zhikun Zhang Min Chen Wenlong Meng Bodong Liu Yuan-shuo Fan Wenzhi Chen 76 11 0 10 May 2023
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes Ali Borji 82 31 0 29 Mar 2023
Attribute-preserving Face Dataset Anonymization via Latent Code Optimization Simone Barattin Christos Tzelepis Ioannis Patras N. Sebe PICV CVBM 83 44 0 20 Mar 2023
Benchmarking Robustness in Neural Radiance Fields Chen Wang Angtian Wang Junbo Li Alan Yuille Cihang Xie 71 12 0 10 Jan 2023
DeepPrivacy2: Towards Realistic Full-Body Anonymization Håkon Hukkelås Frank Lindseth PICV 41 52 0 17 Nov 2022
Private Set Generation with Discriminative Information Dingfan Chen Raouf Kerkouche Mario Fritz DD 65 38 0 07 Nov 2022
Dataset Obfuscation: Its Applications to and Impacts on Edge Machine Learning Guangsheng Yu Xu Wang Ping Yu Caijun Sun Wei Ni R. Liu 38 4 0 08 Aug 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 460 15,665 0 20 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 253 2,374 0 02 Dec 2021
Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision David Picard 3DV VLM 62 92 0 16 Sep 2021
DP-Image: Differential Privacy for Image Data in Feature Space Hanyu Xue Bo Liu Ming Ding Tianqing Zhu Dayong Ye Li Song Wanlei Zhou 68 35 0 12 Mar 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 349 3,702 0 18 Feb 2021
Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues Ricard Durall Avraam Chatzimichailidis P. Labus J. Keuper GAN 63 59 0 17 Dec 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 648 18,096 0 19 Jun 2020
GS-WGAN: A Gradient-Sanitized Approach for Learning Differentially Private Generators Dingfan Chen Tribhuvanesh Orekondy Mario Fritz SyDa 56 185 0 15 Jun 2020
DP-CGAN: Differentially Private Synthetic Data and Label Generation Reihaneh Torkzadehmahani Peter Kairouz B. Paten SyDa 69 236 0 27 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 520 42,449 0 03 Dec 2019
DeepPrivacy: A Generative Adversarial Network for Face Anonymization Håkon Hukkelås Rudolf Mester Frank Lindseth PICV CVBM 64 230 0 10 Sep 2019
A Hybrid Model for Identity Obfuscation by Face Replacement Qianru Sun A. Tewari Weipeng Xu Mario Fritz Christian Theobalt Bernt Schiele CVBM PICV 67 127 0 13 Apr 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Natural and Effective Obfuscation by Head Inpainting Qianru Sun Liqian Ma Seong Joon Oh Luc Van Gool Bernt Schiele Mario Fritz PICV 355 204 0 24 Nov 2017
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 261 4,135 0 18 Oct 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 216 6,130 0 01 Jul 2016