Membership Inference Test: Auditing Training Data in Object Classification Models
Fuente:
arXiv
Saved in:
| Main Authors: | Mancera, Gonzalo, DeAlcala, Daniel, Morales, Aythami, Tolosana, Ruben, Fierrez, Julian |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning
by: DeAlcala, Daniel, et al.
Published: (2025)
by: DeAlcala, Daniel, et al.
Published: (2025)
MINT-Demo: Membership Inference Test Demonstrator
by: DeAlcala, Daniel, et al.
Published: (2025)
by: DeAlcala, Daniel, et al.
Published: (2025)
Is My Data in Your AI? Membership Inference Test (MINT) applied to Face Biometrics
by: DeAlcala, Daniel, et al.
Published: (2024)
by: DeAlcala, Daniel, et al.
Published: (2024)
AttZoom: Attention Zoom for Better Visual Features
by: DeAlcala, Daniel, et al.
Published: (2025)
by: DeAlcala, Daniel, et al.
Published: (2025)
Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs
by: Mancera, Gonzalo, et al.
Published: (2025)
by: Mancera, Gonzalo, et al.
Published: (2025)
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation
by: Daza, Roberto, et al.
Published: (2020)
by: Daza, Roberto, et al.
Published: (2020)
FakeIDet: Exploring Patches for Privacy-Preserving Fake ID Detection
by: Muñoz-Haro, Javier, et al.
Published: (2025)
by: Muñoz-Haro, Javier, et al.
Published: (2025)
Privacy-Aware Detection of Fake Identity Documents: Methodology, Benchmark, and Improved Algorithms (FakeIDet2)
by: Muñoz-Haro, Javier, et al.
Published: (2025)
by: Muñoz-Haro, Javier, et al.
Published: (2025)
mEBAL2 Database and Benchmark: Image-based Multispectral Eyeblink Detection
by: Daza, Roberto, et al.
Published: (2023)
by: Daza, Roberto, et al.
Published: (2023)
SaFL: Sybil-aware Federated Learning with Application to Face Recognition
by: Ghafourian, Mahdi, et al.
Published: (2023)
by: Ghafourian, Mahdi, et al.
Published: (2023)
Balancing Tails when Comparing Distributions: Comprehensive Equity Index (CEI) with Application to Bias Evaluation in Operational Face Biometrics
by: Solano, Imanol, et al.
Published: (2025)
by: Solano, Imanol, et al.
Published: (2025)
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics
by: Solano, Imanol, et al.
Published: (2024)
by: Solano, Imanol, et al.
Published: (2024)
How Good is ChatGPT at Face Biometrics? A First Look into Recognition, Soft Biometrics, and Explainability
by: DeAndres-Tame, Ivan, et al.
Published: (2024)
by: DeAndres-Tame, Ivan, et al.
Published: (2024)
Exploring Deep Learning and Ultra-Widefield Imaging for Diabetic Retinopathy and Macular Edema
by: Jimenez-Lizcano, Pablo, et al.
Published: (2026)
by: Jimenez-Lizcano, Pablo, et al.
Published: (2026)
VideoRun2D: Cost-Effective Markerless Motion Capture for Sprint Biomechanics
by: Garrido-Lopez, Gonzalo, et al.
Published: (2024)
by: Garrido-Lopez, Gonzalo, et al.
Published: (2024)
Is It Really You? Exploring Biometric Verification Scenarios in Photorealistic Talking-Head Avatar Videos
by: Pedrouzo-Rodriguez, Laura, et al.
Published: (2025)
by: Pedrouzo-Rodriguez, Laura, et al.
Published: (2025)
Comparison of Visual Trackers for Biomechanical Analysis of Running
by: Gomez, Luis F., et al.
Published: (2025)
by: Gomez, Luis F., et al.
Published: (2025)
Leveraging Avatar Fingerprinting: A Multi-Generator Photorealistic Talking-Head Public Database and Benchmark
by: Pedrouzo-Rodriguez, Laura, et al.
Published: (2026)
by: Pedrouzo-Rodriguez, Laura, et al.
Published: (2026)
DeepFace-Attention: Multimodal Face Biometrics for Attention Estimation with Application to e-Learning
by: Daza, Roberto, et al.
Published: (2024)
by: Daza, Roberto, et al.
Published: (2024)
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
by: Lopez-Duran, Miguel, et al.
Published: (2025)
by: Lopez-Duran, Miguel, et al.
Published: (2025)
Zero- and Few-Shot Named-Entity Recognition: Case Study and Dataset in the Crime Domain (CrimeNER)
by: Lopez-Duran, Miguel, et al.
Published: (2026)
by: Lopez-Duran, Miguel, et al.
Published: (2026)
Addressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment
by: Peña, Alejandro, et al.
Published: (2025)
by: Peña, Alejandro, et al.
Published: (2025)
SELM: Siamese Extreme Learning Machine with Application to Face Biometrics
by: Kudisthalert, Wasu, et al.
Published: (2021)
by: Kudisthalert, Wasu, et al.
Published: (2021)
Are Vision-Language Models Ready for Dietary Assessment? Exploring the Next Frontier in AI-Powered Food Image Recognition
by: Romero-Tapiador, Sergio, et al.
Published: (2025)
by: Romero-Tapiador, Sergio, et al.
Published: (2025)
Blockchain and Biometrics: Survey, GDPR Analysis, and Future Directions
by: Ghafourian, Mahdi, et al.
Published: (2023)
by: Ghafourian, Mahdi, et al.
Published: (2023)
AI-based Multimodal Biometrics for Detecting Smartphone Distractions: Application to Online Learning
by: Becerra, Alvaro, et al.
Published: (2025)
by: Becerra, Alvaro, et al.
Published: (2025)
Synthetic Data for the Mitigation of Demographic Biases in Face Recognition
by: Melzi, Pietro, et al.
Published: (2024)
by: Melzi, Pietro, et al.
Published: (2024)
M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards
by: Becerra, Alvaro, et al.
Published: (2025)
by: Becerra, Alvaro, et al.
Published: (2025)
A multimodal dataset for understanding the impact of mobile phones on remote online virtual education
by: Daza, Roberto, et al.
Published: (2024)
by: Daza, Roberto, et al.
Published: (2024)
SMARTe-VR: Student Monitoring and Adaptive Response Technology for e-Learning in Virtual Reality
by: Daza, Roberto, et al.
Published: (2025)
by: Daza, Roberto, et al.
Published: (2025)
Exploring 3D Face Reconstruction and Fusion Methods for Face Verification: A Case-Study in Video Surveillance
by: La Cava, Simone Maurizio, et al.
Published: (2024)
by: La Cava, Simone Maurizio, et al.
Published: (2024)
Exploiting Multiple Representations: 3D Face Biometrics Fusion with Application to Surveillance
by: La Cava, Simone Maurizio, et al.
Published: (2025)
by: La Cava, Simone Maurizio, et al.
Published: (2025)
SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing
by: Sun, Jialong, et al.
Published: (2026)
by: Sun, Jialong, et al.
Published: (2026)
ChildCI Framework: Analysis of Motor and Cognitive Development in Children-Computer Interaction for Age Detection
by: Ruiz-Garcia, Juan Carlos, et al.
Published: (2022)
by: Ruiz-Garcia, Juan Carlos, et al.
Published: (2022)
Leveraging Automatic Personalised Nutrition: Food Image Recognition Benchmark and Dataset based on Nutrition Taxonomy
by: Romero-Tapiador, Sergio, et al.
Published: (2022)
by: Romero-Tapiador, Sergio, et al.
Published: (2022)
Black-box Membership Inference Attacks on the Pre-training Data of Image-generation Models
by: Qi, Tao, et al.
Published: (2026)
by: Qi, Tao, et al.
Published: (2026)
Is Visual Realism Enough? Evaluating Gait Biometric Fidelity in Generative AI Human Animation
by: DeAndres-Tame, Ivan, et al.
Published: (2025)
by: DeAndres-Tame, Ivan, et al.
Published: (2025)
VAAD: Visual Attention Analysis Dashboard applied to e-Learning
by: Navarro, Miriam, et al.
Published: (2024)
by: Navarro, Miriam, et al.
Published: (2024)
Model Will Tell: Training Membership Inference for Diffusion Models
by: Fu, Xiaomeng, et al.
Published: (2024)
by: Fu, Xiaomeng, et al.
Published: (2024)
PBa-LLM: Privacy- and Bias-aware NLP using Named-Entity Recognition (NER)
by: Mancera, Gonzalo, et al.
Published: (2025)
by: Mancera, Gonzalo, et al.
Published: (2025)
Similar Items
-
Active Membership Inference Test (aMINT): Enhancing Model Auditability with Multi-Task Learning
by: DeAlcala, Daniel, et al.
Published: (2025) -
MINT-Demo: Membership Inference Test Demonstrator
by: DeAlcala, Daniel, et al.
Published: (2025) -
Is My Data in Your AI? Membership Inference Test (MINT) applied to Face Biometrics
by: DeAlcala, Daniel, et al.
Published: (2024) -
AttZoom: Attention Zoom for Better Visual Features
by: DeAlcala, Daniel, et al.
Published: (2025) -
Is My Text in Your AI Model? Gradient-based Membership Inference Test applied to LLMs
by: Mancera, Gonzalo, et al.
Published: (2025)