Trade-offs in Privacy-Preserving Eye Tracking through Iris Obfuscation: A Benchmarking Study
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Mengdi, Bozkir, Efe, Kasneci, Enkelejda |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Iris Style Transfer: Enhancing Iris Recognition with Style Features and Privacy Preservation through Neural Style Transfer
by: Wang, Mengdi, et al.
Published: (2025)
by: Wang, Mengdi, et al.
Published: (2025)
Automated Visual Attention Detection using Mobile Eye Tracking in Behavioral Classroom Studies
by: Bozkir, Efe, et al.
Published: (2025)
by: Bozkir, Efe, et al.
Published: (2025)
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking
by: Ozdel, Suleyman, et al.
Published: (2024)
by: Ozdel, Suleyman, et al.
Published: (2024)
An Affordable, Wearable Stereo-Eye-Tracking Platform
by: Zimmer, Alexander, et al.
Published: (2026)
by: Zimmer, Alexander, et al.
Published: (2026)
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types
by: Fuhl, Wolfgang, et al.
Published: (2021)
by: Fuhl, Wolfgang, et al.
Published: (2021)
CycleSL: Server-Client Cyclical Update Driven Scalable Split Learning
by: Wang, Mengdi, et al.
Published: (2025)
by: Wang, Mengdi, et al.
Published: (2025)
Safeguarding Privacy: Privacy-Preserving Detection of Mind Wandering and Disengagement Using Federated Learning in Online Education
by: Bodonhelyi, Anna, et al.
Published: (2026)
by: Bodonhelyi, Anna, et al.
Published: (2026)
Night Eyes: A Reproducible Framework for Constellation-Based Corneal Reflection Matching
by: Maquiling, Virmarie, et al.
Published: (2026)
by: Maquiling, Virmarie, et al.
Published: (2026)
Exploring User Acceptance and Concerns toward LLM-powered Conversational Agents in Immersive Extended Reality
by: Bozkir, Efe, et al.
Published: (2025)
by: Bozkir, Efe, et al.
Published: (2025)
TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients
by: Wang, Mengdi, et al.
Published: (2024)
by: Wang, Mengdi, et al.
Published: (2024)
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye Images
by: Byrne, Sean Anthony, et al.
Published: (2023)
by: Byrne, Sean Anthony, et al.
Published: (2023)
EyePreserve: Identity-Preserving Iris Synthesis
by: Khan, Siamul Karim, et al.
Published: (2023)
by: Khan, Siamul Karim, et al.
Published: (2023)
Robust Iris Centre Localisation for Assistive Eye-Gaze Tracking
by: Pathiranage, Nipun Sandamal Ranasekara, et al.
Published: (2024)
by: Pathiranage, Nipun Sandamal Ranasekara, et al.
Published: (2024)
Cross-View Cross-Modal Unsupervised Domain Adaptation for Driver Monitoring System
by: Bhalla, Aditi, et al.
Published: (2025)
by: Bhalla, Aditi, et al.
Published: (2025)
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training
by: Xin, Chen, et al.
Published: (2024)
by: Xin, Chen, et al.
Published: (2024)
RetinaGuard: Obfuscating Retinal Age in Fundus Images for Biometric Privacy Preserving
by: Luo, Zhengquan, et al.
Published: (2025)
by: Luo, Zhengquan, et al.
Published: (2025)
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs
by: Xin, Chen, et al.
Published: (2024)
by: Xin, Chen, et al.
Published: (2024)
Obfuscation Based Privacy Preserving Representations are Recoverable Using Neighborhood Information
by: Chelani, Kunal, et al.
Published: (2024)
by: Chelani, Kunal, et al.
Published: (2024)
Privacy-Preserving Iris Recognition: Performance Challenges and Outlook
by: Karakosta, Christina, et al.
Published: (2026)
by: Karakosta, Christina, et al.
Published: (2026)
Faithful Attention Explainer: Verbalizing Decisions Based on Discriminative Features
by: Rong, Yao, et al.
Published: (2024)
by: Rong, Yao, et al.
Published: (2024)
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)
by: Maquiling, Virmarie, et al.
Published: (2023)
by: Maquiling, Virmarie, et al.
Published: (2023)
Eye-tracked Virtual Reality: A Comprehensive Survey on Methods and Privacy Challenges
by: Bozkir, Efe, et al.
Published: (2023)
by: Bozkir, Efe, et al.
Published: (2023)
User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT
by: Bodonhelyi, Anna, et al.
Published: (2024)
by: Bodonhelyi, Anna, et al.
Published: (2024)
Revisiting Geometric Obfuscation with Dual Convergent Lines for Privacy-Preserving Image Queries in Visual Localization
by: Kim, Jeonggon, et al.
Published: (2026)
by: Kim, Jeonggon, et al.
Published: (2026)
Introduction to Eye Tracking: A Hands-On Tutorial for Students and Practitioners
by: Kasneci, Enkelejda, et al.
Published: (2024)
by: Kasneci, Enkelejda, et al.
Published: (2024)
Pretrained Visual Uncertainties
by: Kirchhof, Michael, et al.
Published: (2024)
by: Kirchhof, Michael, et al.
Published: (2024)
Embedding Large Language Models into Extended Reality: Opportunities and Challenges for Inclusion, Engagement, and Privacy
by: Bozkir, Efe, et al.
Published: (2024)
by: Bozkir, Efe, et al.
Published: (2024)
Hierarchical Instance Tracking to Balance Privacy Preservation with Accessible Information
by: Prasad, Neelima, et al.
Published: (2025)
by: Prasad, Neelima, et al.
Published: (2025)
ImmerIris: A Large-Scale Dataset and Benchmark for Off-Axis and Unconstrained Iris Recognition in Immersive Applications
by: Mi, Yuxi, et al.
Published: (2025)
by: Mi, Yuxi, et al.
Published: (2025)
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images
by: Maquiling, Virmarie, et al.
Published: (2024)
by: Maquiling, Virmarie, et al.
Published: (2024)
Eye on the Target: Eye Tracking Meets Rodent Tracking
by: Mededovic, Emil, et al.
Published: (2025)
by: Mededovic, Emil, et al.
Published: (2025)
CLRecogEye : Curriculum Learning towards exploiting convolution features for Dynamic Iris Recognition
by: Sharma, Geetanjali, et al.
Published: (2025)
by: Sharma, Geetanjali, et al.
Published: (2025)
The Impact of Device Type, Data Practices, and Use Case Scenarios on Privacy Concerns about Eye-tracked Augmented Reality in the United States and Germany
by: Bozkir, Efe, et al.
Published: (2025)
by: Bozkir, Efe, et al.
Published: (2025)
Impact of Iris Pigmentation on Performance Bias in Visible Iris Verification Systems: A Comparative Study
by: Sharma, Geetanjali, et al.
Published: (2024)
by: Sharma, Geetanjali, et al.
Published: (2024)
Enhancing Privacy-Utility Trade-offs to Mitigate Memorization in Diffusion Models
by: Chen, Chen, et al.
Published: (2025)
by: Chen, Chen, et al.
Published: (2025)
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise
by: Rong, Yao, et al.
Published: (2023)
by: Rong, Yao, et al.
Published: (2023)
Towards Unsupervised Eye-Region Segmentation for Eye Tracking
by: Deng, Jiangfan, et al.
Published: (2024)
by: Deng, Jiangfan, et al.
Published: (2024)
Multimodal Engagement Analysis from Facial Videos in the Classroom
by: Sümer, Ömer, et al.
Published: (2021)
by: Sümer, Ömer, et al.
Published: (2021)
Precise localization of corneal reflections in eye images using deep learning trained on synthetic data
by: Byrne, Sean Anthony, et al.
Published: (2023)
by: Byrne, Sean Anthony, et al.
Published: (2023)
EyeTheia: A Lightweight and Accessible Eye-Tracking Toolbox
by: Pather, Stevenson, et al.
Published: (2026)
by: Pather, Stevenson, et al.
Published: (2026)
Similar Items
-
Iris Style Transfer: Enhancing Iris Recognition with Style Features and Privacy Preservation through Neural Style Transfer
by: Wang, Mengdi, et al.
Published: (2025) -
Automated Visual Attention Detection using Mobile Eye Tracking in Behavioral Classroom Studies
by: Bozkir, Efe, et al.
Published: (2025) -
Privacy-preserving Scanpath Comparison for Pervasive Eye Tracking
by: Ozdel, Suleyman, et al.
Published: (2024) -
An Affordable, Wearable Stereo-Eye-Tracking Platform
by: Zimmer, Alexander, et al.
Published: (2026) -
TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types
by: Fuhl, Wolfgang, et al.
Published: (2021)