Cover Image

Meta-Learning for Federated Face Recognition in Imbalanced Data Regimes

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gansekoele, Arwin, Hess, Emiel, Bhulai, Sandjai
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unveiling the Potential: Harnessing Deep Metric Learning to Circumvent Video Streaming Encryption
by: Gansekoele, Arwin, et al.
Published: (2024)

Robustly overfitting latents for flexible neural image compression
by: Perugachi-Diaz, Yura, et al.
Published: (2024)

Deep Learning Based Face Recognition Method using Siamese Network
by: Solomon, Enoch, et al.
Published: (2023)

PuFace: Defending against Facial Cloaking Attacks for Facial Recognition Models
by: Wen, Jing
Published: (2024)

BlockFUL: Enabling Unlearning in Blockchained Federated Learning
by: Liu, Xiao, et al.
Published: (2024)

A Survey on Physical Adversarial Attacks against Face Recognition Systems
by: Wang, Mingsi, et al.
Published: (2024)

SoK: On the Survivability of Backdoor Attacks on Unconstrained Face Recognition Systems
by: Roux, Quentin Le, et al.
Published: (2025)

Deep CNN Face Matchers Inherently Support Revocable Biometric Templates
by: Bhatta, Aman, et al.
Published: (2025)

OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
by: Kang, Caixin, et al.
Published: (2024)

Leveraging Membership Inference Attacks for Privacy Measurement in Federated Learning for Remote Sensing Images
by: Duong, Anh-Kiet, et al.
Published: (2026)

Multi-View Slot Attention Using Paraphrased Texts for Face Anti-Spoofing
by: Yu, Jeongmin, et al.
Published: (2025)

FedPalm: A General Federated Learning Framework for Closed- and Open-Set Palmprint Verification
by: Yang, Ziyuan, et al.
Published: (2025)

MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning
by: Liu, Yixin, et al.
Published: (2023)

FaceSwapGuard: Safeguarding Facial Privacy from DeepFake Threats through Identity Obfuscation
by: Wang, Li, et al.
Published: (2025)

Gradient Inversion of Federated Diffusion Models
by: Huang, Jiyue, et al.
Published: (2024)

Backdoor Attacks on Deep Learning Face Detection
by: Roux, Quentin Le, et al.
Published: (2025)

CAAP: Capture-Aware Adversarial Patch Attacks on Palmprint Recognition Models
by: Liu, Renyang, et al.
Published: (2026)

DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection
by: Shang, Sihan, et al.
Published: (2024)

Data Free Backdoor Attacks
by: Cao, Bochuan, et al.
Published: (2024)

CryptoFace: End-to-End Encrypted Face Recognition
by: Ao, Wei, et al.
Published: (2025)

The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive Learning
by: Hummel, Hilde I., et al.
Published: (2025)

Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning
by: Zhang, Yunchao, et al.
Published: (2022)

EdgeFace: Efficient Face Recognition Model for Edge Devices
by: George, Anjith, et al.
Published: (2023)

Poisoning Attacks on Federated Learning for Autonomous Driving
by: Garg, Sonakshi, et al.
Published: (2024)

SaFL: Sybil-aware Federated Learning with Application to Face Recognition
by: Ghafourian, Mahdi, et al.
Published: (2023)

ICAS: Detecting Training Data from Autoregressive Image Generative Models
by: Yu, Hongyao, et al.
Published: (2025)

BlindU: Blind Machine Unlearning without Revealing Erasing Data
by: Wang, Weiqi, et al.
Published: (2026)

Personalized Federated Learning via Backbone Self-Distillation
by: Wang, Pengju, et al.
Published: (2024)

FedDefender: Backdoor Attack Defense in Federated Learning
by: Gill, Waris, et al.
Published: (2023)

Federated Learning With Individualized Privacy Through Client Sampling
by: Lange, Lucas, et al.
Published: (2025)

Review of Demographic Fairness in Face Recognition
by: Kotwal, Ketan, et al.
Published: (2025)

PAD-FT: A Lightweight Defense for Backdoor Attacks via Data Purification and Fine-Tuning
by: Xu, Yukai, et al.
Published: (2024)

Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image Diffusion Models
by: Jang, Sangwon, et al.
Published: (2025)

CAPTCHA Solving for Native GUI Agents: Automated Reasoning-Action Data Generation and Self-Corrective Training
by: Chen, Yuxi, et al.
Published: (2026)

Towards Personalized Federated Learning via Comprehensive Knowledge Distillation
by: Wang, Pengju, et al.
Published: (2024)

An Efficient and Multi-private Key Secure Aggregation for Federated Learning
by: Yang, Xue, et al.
Published: (2023)

Learning to Watermark in the Latent Space of Generative Models
by: Rebuffi, Sylvestre-Alvise, et al.
Published: (2026)

Edge-Only Universal Adversarial Attacks in Distributed Learning
by: Rossolini, Giulio, et al.
Published: (2024)

Comparative Evaluation of Deep Learning Models for Fake Image Detection
by: Pakala, Akhitha, et al.
Published: (2026)

Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning
by: Liu, Tao, et al.
Published: (2024)