PrivacyGAN: robust generative image privacy

M Zameshina, M Careil, O Teytaud… - arXiv preprint arXiv …, 2023 - arxiv.org
Classical techniques for protecting facial image privacy typically fall into two categories: data-
poisoning methods, exemplified by Fawkes, which introduce subtle perturbations to images …

Introduction to the Special Issue on Realistic Synthetic Data: Generation, Learning, Evaluation

B Ionescu, I Patras, H Müller, AD Bimbo - ACM Transactions on …, 2024 - dl.acm.org
This is the foreword of our special issue volume on Realistic Synthetic Data: Generation,
Learning, Evaluation organized with the ACM Transactions on Multimedia Computing …

RID-TWIN: An end-to-end pipeline for automatic face de-identification in videos

A Mukherjee, MN Choudhury, DB Jayagopi - arXiv preprint arXiv …, 2024 - arxiv.org
Face de-identification in videos is a challenging task in the domain of computer vision,
primarily used in privacy-preserving applications. Despite the considerable progress …

FAKER: Full-body Anonymization with Human Keypoint Extraction for Real-time Video Deidentification

B Ban, H Lee - arXiv preprint arXiv:2408.11829, 2024 - arxiv.org
In the contemporary digital era, protection of personal information has become a paramount
issue. The exponential growth of the media industry has heightened concerns regarding the …

Enhancing Client Privacy in Physiology-Based Biometric Verification with Differential Privacy and Positive-Label Federated Learning

M Benouis, B Mahesh, E André… - 2024 12th International …, 2024 - ieeexplore.ieee.org
In recent years, the widespread adoption of multimodal physiological signal-based biometric
systems has led to a significant increase in data exchange on cloud servers. This surge in …

Advancements in Face Masking Anonymization: Novel Approaches, Robust Privacy Metrics, and Real-Time Solutions

GS Prabith, S Abhishek, T Anjali… - 2023 7th International …, 2023 - ieeexplore.ieee.org
In todays world, where concerns about privacy are on the rise the use of techniques to mask
faces and protect individuals identities in multimedia content has become extremely …

[PDF][PDF] AnonEmoFace: Emotion Preserving Facial Anonymization.

J Hintz, J Rühe, I Siegert - ICISSP, 2024 - scitepress.org
Seeking therapy often implies a major hurdle, especially when it comes to addressing
personal problems that cause shame or are socially stigmatized. This is where the recent …