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Differentially Private Imaging via Latent Space Manipulation
v1v2 (latest)

Differentially Private Imaging via Latent Space Manipulation

8 March 2021
Tao Li
Chris Clifton
    PICVDiffM
ArXiv (abs)PDFHTML

Papers citing "Differentially Private Imaging via Latent Space Manipulation"

15 / 15 papers shown
A Parallel Region-Adaptive Differential Privacy Framework for Image Pixelization
A Parallel Region-Adaptive Differential Privacy Framework for Image Pixelization
Ming Liu
PICV
268
0
0
06 Nov 2025
Privacy-Preserving Semantic Communication over Wiretap Channels with Learnable Differential Privacy
Privacy-Preserving Semantic Communication over Wiretap Channels with Learnable Differential Privacy
Weixuan Chen
Qianqian Yang
Shuo Shao
Shunpu Tang
Zhiguo Shi
Shui Yu
AAML
111
0
0
27 Oct 2025
Enhancing Privacy in Semantic Communication over Wiretap Channels leveraging Differential Privacy
Enhancing Privacy in Semantic Communication over Wiretap Channels leveraging Differential Privacy
Weixuan Chen
Shunpu Tang
Qianqian Yang
Zhiguo Shi
Dusit Niyato
1.1K
1
0
23 Apr 2025
Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks
Beyond Anonymization: Object Scrubbing for Privacy-Preserving 2D and 3D Vision Tasks
Murat Bilgehan Ertan
Ronak Sahu
Phuong Ha Nguyen
Kaleel Mahmood
Marten van Dijk
352
0
0
23 Apr 2025
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Viktor Schlegel
Anil A Bharath
Zilong Zhao
Kevin Yee
311
3
0
26 Mar 2025
SemDP: Semantic-level Differential Privacy Protection for Face Datasets
SemDP: Semantic-level Differential Privacy Protection for Face Datasets
Xiaoting Zhang
Tao Wang
Junhao Ji
CVBM
235
2
0
20 Dec 2024
PrivateGaze: Preserving User Privacy in Black-box Mobile Gaze Tracking
  Services
PrivateGaze: Preserving User Privacy in Black-box Mobile Gaze Tracking ServicesProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2024
Chu Qiao
Cong Wang
Zhenkai Zhang
Guohao Lan
PICV
290
7
0
01 Aug 2024
Locally Differentially Private Document Generation Using Zero Shot
  Prompting
Locally Differentially Private Document Generation Using Zero Shot PromptingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Saiteja Utpala
Sara Hooker
Pin-Yu Chen
274
59
0
24 Oct 2023
Differentially Private Cross-camera Person Re-identification
Differentially Private Cross-camera Person Re-identification
Lucas Maris
Yuki Matsuda
Keiichi Yasumoto
PICV
205
0
0
05 Jun 2023
Disguise without Disruption: Utility-Preserving Face De-Identification
Disguise without Disruption: Utility-Preserving Face De-IdentificationAAAI Conference on Artificial Intelligence (AAAI), 2023
Zikui Cai
Zhongpai Gao
Benjamin Planche
Meng Zheng
Terrence Chen
M. Salman Asif
Ziyan Wu
PICV
223
23
0
23 Mar 2023
Local Differential Privacy Image Generation Using Flow-based Deep
  Generative Models
Local Differential Privacy Image Generation Using Flow-based Deep Generative ModelsApplied Sciences (AS), 2022
Hisaichi Shibata
S. Hanaoka
Yang Cao
Masatoshi Yoshikawa
T. Takenaga
Y. Nomura
Naoto Hayashi
O. Abe
MedIm
118
8
0
20 Dec 2022
Identification, Amplification and Measurement: A bridge to Gaussian
  Differential Privacy
Identification, Amplification and Measurement: A bridge to Gaussian Differential PrivacyNeural Information Processing Systems (NeurIPS), 2022
Yi Liu
Ke Sun
Linglong Kong
Bei Jiang
158
7
0
17 Oct 2022
Sentence-level Privacy for Document Embeddings
Sentence-level Privacy for Document EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Casey Meehan
Khalil Mrini
Kamalika Chaudhuri
162
24
0
10 May 2022
Contextualize differential privacy in image database: a lightweight
  image differential privacy approach based on principle component analysis
  inverse
Contextualize differential privacy in image database: a lightweight image differential privacy approach based on principle component analysis inverse
Shiliang Zhang
Xuehui Ma
Huidi Cao
Tengyuan Zhao
Yajie Yu
Zhuzhu Wang
178
0
0
16 Feb 2022
DeepBlur: A Simple and Effective Method for Natural Image Obfuscation
DeepBlur: A Simple and Effective Method for Natural Image Obfuscation
Tao Li
Minsoo Choi
PICVAAML
199
22
0
31 Mar 2021
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