Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities
Fuente:
arXiv
Saved in:
| Main Authors: | Shahreza, Hatef Otroshi, Marcel, Sébastien |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
by: Geissbühler, David, et al.
Published: (2024)
by: Geissbühler, David, et al.
Published: (2024)
FaceLLM: A Multimodal Large Language Model for Face Understanding
by: Shahreza, Hatef Otroshi, et al.
Published: (2025)
by: Shahreza, Hatef Otroshi, et al.
Published: (2025)
Benchmarking Multimodal Large Language Models for Face Recognition
by: Shahreza, Hatef Otroshi, et al.
Published: (2025)
by: Shahreza, Hatef Otroshi, et al.
Published: (2025)
Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
Evaluating Multimodal Large Language Models for Heterogeneous Face Recognition
by: Shahreza, Hatef Otroshi, et al.
Published: (2026)
by: Shahreza, Hatef Otroshi, et al.
Published: (2026)
Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification
by: Öztürk, Ünsal, et al.
Published: (2026)
by: Öztürk, Ünsal, et al.
Published: (2026)
Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning
by: Komaty, Alain, et al.
Published: (2025)
by: Komaty, Alain, et al.
Published: (2025)
EdgeFace: Efficient Face Recognition Model for Edge Devices
by: George, Anjith, et al.
Published: (2023)
by: George, Anjith, et al.
Published: (2023)
Approximating Optimal Morphing Attacks using Template Inversion
by: Colbois, Laurent, et al.
Published: (2024)
by: Colbois, Laurent, et al.
Published: (2024)
Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks
by: Unnervik, Alexander, et al.
Published: (2024)
by: Unnervik, Alexander, et al.
Published: (2024)
ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities
by: Hassanpour, Ahmad, et al.
Published: (2024)
by: Hassanpour, Ahmad, et al.
Published: (2024)
Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion
by: George, Anjith, et al.
Published: (2025)
by: George, Anjith, et al.
Published: (2025)
SDFR: Synthetic Data for Face Recognition Competition
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models
by: George, Anjith, et al.
Published: (2024)
by: George, Anjith, et al.
Published: (2024)
Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition
by: Rahimi, Parsa, et al.
Published: (2024)
by: Rahimi, Parsa, et al.
Published: (2024)
Beyond Real Faces: Synthetic Datasets Can Achieve Reliable Recognition Performance without Privacy Compromise
by: Borsukiewicz, Paweł, et al.
Published: (2025)
by: Borsukiewicz, Paweł, et al.
Published: (2025)
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition
by: Rahimi, Parsa, et al.
Published: (2025)
by: Rahimi, Parsa, et al.
Published: (2025)
Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition
by: Neto, Pedro C., et al.
Published: (2024)
by: Neto, Pedro C., et al.
Published: (2024)
From Synthetic to Real: Toward Identity-Consistent Makeup Transfer with Synthetic and Real Data
by: Yu, Yue, et al.
Published: (2026)
by: Yu, Yue, et al.
Published: (2026)
Investigation of Accuracy and Bias in Face Recognition Trained with Synthetic Data
by: Korshunov, Pavel, et al.
Published: (2025)
by: Korshunov, Pavel, et al.
Published: (2025)
SIG: A Synthetic Identity Generation Pipeline for Generating Evaluation Datasets for Face Recognition
by: Nzalasse, Kassi, et al.
Published: (2024)
by: Nzalasse, Kassi, et al.
Published: (2024)
NegFaceDiff: The Power of Negative Context in Identity-Conditioned Diffusion for Synthetic Face Generation
by: Caldeira, Eduarda, et al.
Published: (2025)
by: Caldeira, Eduarda, et al.
Published: (2025)
Identity-Preserving Aging and De-Aging of Faces in the StyleGAN Latent Space
by: Luevano, Luis S., et al.
Published: (2025)
by: Luevano, Luis S., et al.
Published: (2025)
Multi-Channel Cross Modal Detection of Synthetic Face Images
by: Ibsen, M., et al.
Published: (2023)
by: Ibsen, M., et al.
Published: (2023)
ID$^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
by: Li, Shen, et al.
Published: (2024)
by: Li, Shen, et al.
Published: (2024)
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition
by: Yeung, Michael, et al.
Published: (2024)
by: Yeung, Michael, et al.
Published: (2024)
The Impact of Balancing Real and Synthetic Data on Accuracy and Fairness in Face Recognition
by: Atzori, Andrea, et al.
Published: (2024)
by: Atzori, Andrea, et al.
Published: (2024)
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition
by: Neto, Pedro C., et al.
Published: (2024)
by: Neto, Pedro C., et al.
Published: (2024)
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes
by: Baltsou, Georgia, et al.
Published: (2024)
by: Baltsou, Georgia, et al.
Published: (2024)
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images
by: Ismayilov, Raul, et al.
Published: (2025)
by: Ismayilov, Raul, et al.
Published: (2025)
Semantic Segmentation for Real-World and Synthetic Vehicle's Forward-Facing Camera Images
by: Nguyen, Tuan T., et al.
Published: (2024)
by: Nguyen, Tuan T., et al.
Published: (2024)
Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration
by: Du, Yuzhen, et al.
Published: (2024)
by: Du, Yuzhen, et al.
Published: (2024)
xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices
by: George, Anjith, et al.
Published: (2025)
by: George, Anjith, et al.
Published: (2025)
DVS-PedX: Synthetic-and-Real Event-Based Pedestrian Dataset
by: Sakhai, Mustafa, et al.
Published: (2025)
by: Sakhai, Mustafa, et al.
Published: (2025)
RealFace -- Pedestrian Face Dataset
by: Thomas, Leonardo Ramos
Published: (2024)
by: Thomas, Leonardo Ramos
Published: (2024)
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
by: Sun, Zhonglin, et al.
Published: (2024)
by: Sun, Zhonglin, et al.
Published: (2024)
BarbieGait: An Identity-Consistent Synthetic Human Dataset with Versatile Cloth-Changing for Gait Recognition
by: Cai, Qingyuan, et al.
Published: (2026)
by: Cai, Qingyuan, et al.
Published: (2026)
Heterogeneous Face Recognition Using Domain Invariant Units
by: George, Anjith, et al.
Published: (2024)
by: George, Anjith, et al.
Published: (2024)
Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances
by: Reddy, Arun V., et al.
Published: (2023)
by: Reddy, Arun V., et al.
Published: (2023)
Similar Items
-
HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere
by: Shahreza, Hatef Otroshi, et al.
Published: (2024) -
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
by: Geissbühler, David, et al.
Published: (2024) -
FaceLLM: A Multimodal Large Language Model for Face Understanding
by: Shahreza, Hatef Otroshi, et al.
Published: (2025) -
Benchmarking Multimodal Large Language Models for Face Recognition
by: Shahreza, Hatef Otroshi, et al.
Published: (2025) -
Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model
by: Shahreza, Hatef Otroshi, et al.
Published: (2024)