PrivacyGAN: robust generative image privacy
Classical techniques for protecting facial image privacy typically fall into two categories: data-
poisoning methods, exemplified by Fawkes, which introduce subtle perturbations to images …
poisoning methods, exemplified by Fawkes, which introduce subtle perturbations to images …
Introduction to the Special Issue on Realistic Synthetic Data: Generation, Learning, Evaluation
This is the foreword of our special issue volume on Realistic Synthetic Data: Generation,
Learning, Evaluation organized with the ACM Transactions on Multimedia Computing …
Learning, Evaluation organized with the ACM Transactions on Multimedia Computing …
RID-TWIN: An end-to-end pipeline for automatic face de-identification in videos
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 …
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 …
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
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 …
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
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 …
faces and protect individuals identities in multimedia content has become extremely …
[PDF][PDF] AnonEmoFace: Emotion Preserving Facial Anonymization.
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 …
personal problems that cause shame or are socially stigmatized. This is where the recent …