Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning
Fuente:
arXiv
Guardado en:
| Autores principales: | Aristodemou, Marios, Liu, Xiaolan, Wang, Yuan, Kyriakopoulos, Konstantinos G., Lambotharan, Sangarapillai, Wei, Qingsong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Reinforcement Learning-Based Downlink Transmit Precoding for Mitigating the Impact of Delayed CSI in Satellite Systems
por: Omid, Yasaman, et al.
Publicado: (2024)
por: Omid, Yasaman, et al.
Publicado: (2024)
Multi-Agent Reinforcement Learning Counteracts Delayed CSI in Multi-Satellite Systems
por: Aristodemou, Marios, et al.
Publicado: (2026)
por: Aristodemou, Marios, et al.
Publicado: (2026)
A General Sensing-assisted Channel Estimation Framework in Distributed MIMO Network
por: Zhou, Hui, et al.
Publicado: (2024)
por: Zhou, Hui, et al.
Publicado: (2024)
Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection
por: Herath, Charuka, et al.
Publicado: (2024)
por: Herath, Charuka, et al.
Publicado: (2024)
Accuracy is Not Enough: Poisoning Interpretability in Federated Learning via Color Skew
por: Riya, Farhin Farhad, et al.
Publicado: (2025)
por: Riya, Farhin Farhad, et al.
Publicado: (2025)
FedPoisonTTP: A Threat Model and Poisoning Attack for Federated Test-Time Personalization
por: Iftee, Md Akil Raihan, et al.
Publicado: (2025)
por: Iftee, Md Akil Raihan, et al.
Publicado: (2025)
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity
por: Wang, Yuan, et al.
Publicado: (2024)
por: Wang, Yuan, et al.
Publicado: (2024)
Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning
por: Jia, Yuqi, et al.
Publicado: (2024)
por: Jia, Yuqi, et al.
Publicado: (2024)
The Victim and The Beneficiary: Exploiting a Poisoned Model to Train a Clean Model on Poisoned Data
por: Zhu, Zixuan, et al.
Publicado: (2024)
por: Zhu, Zixuan, et al.
Publicado: (2024)
Poisoning Prompt-Guided Sampling in Video Large Language Models
por: Cao, Yuxin, et al.
Publicado: (2025)
por: Cao, Yuxin, et al.
Publicado: (2025)
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
por: Zhuang, Haomin, et al.
Publicado: (2023)
por: Zhuang, Haomin, et al.
Publicado: (2023)
Automated Mosaic Tesserae Segmentation via Deep Learning Techniques
por: Kapelonis, Charilaos, et al.
Publicado: (2025)
por: Kapelonis, Charilaos, et al.
Publicado: (2025)
StealthAttack: Robust 3D Gaussian Splatting Poisoning via Density-Guided Illusions
por: Ke, Bo-Hsu, et al.
Publicado: (2025)
por: Ke, Bo-Hsu, et al.
Publicado: (2025)
Just rotate it! Uncertainty estimation in closed-source models via multiple queries
por: Pitas, Konstantinos, et al.
Publicado: (2024)
por: Pitas, Konstantinos, et al.
Publicado: (2024)
DT-LSD: Deformable Transformer-based Line Segment Detection
por: Janampa, Sebastian, et al.
Publicado: (2024)
por: Janampa, Sebastian, et al.
Publicado: (2024)
Uncertainty Estimation in Instance Segmentation of Affordances via Bayesian Visual Transformers
por: Mur-Labadia, Lorenzo, et al.
Publicado: (2026)
por: Mur-Labadia, Lorenzo, et al.
Publicado: (2026)
Monocular 3D Lane Detection via Structure Uncertainty-Aware Network with Curve-Point Queries
por: Liu, Ruixin, et al.
Publicado: (2025)
por: Liu, Ruixin, et al.
Publicado: (2025)
Semi-supervised Image Dehazing via Expectation-Maximization and Bidirectional Brownian Bridge Diffusion Models
por: Liu, Bing, et al.
Publicado: (2025)
por: Liu, Bing, et al.
Publicado: (2025)
NPB-REC: A Non-parametric Bayesian Deep-learning Approach for Undersampled MRI Reconstruction with Uncertainty Estimation
por: Khawaled, Samah, et al.
Publicado: (2024)
por: Khawaled, Samah, et al.
Publicado: (2024)
FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users
por: Rahulamathavan, Yogachandran, et al.
Publicado: (2023)
por: Rahulamathavan, Yogachandran, et al.
Publicado: (2023)
DP^2-VL: Private Photo Dataset Protection by Data Poisoning for Vision-Language Models
por: Miao, Hongyi, et al.
Publicado: (2026)
por: Miao, Hongyi, et al.
Publicado: (2026)
CycleCap: Improving VLMs Captioning Performance via Self-Supervised Cycle Consistency Fine-Tuning
por: Krestenitis, Marios, et al.
Publicado: (2026)
por: Krestenitis, Marios, et al.
Publicado: (2026)
Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks
por: Ye, Tian, et al.
Publicado: (2024)
por: Ye, Tian, et al.
Publicado: (2024)
Next Best View For Point-Cloud Model Acquisition: Bayesian Approximation and Uncertainty Analysis
por: Caldeira, Madalena, et al.
Publicado: (2024)
por: Caldeira, Madalena, et al.
Publicado: (2024)
Improving Learning of New Diseases through Knowledge-Enhanced Initialization for Federated Adapter Tuning
por: Peng, Danni, et al.
Publicado: (2025)
por: Peng, Danni, et al.
Publicado: (2025)
Uncertainty-Aware Segmentation Quality Prediction via Deep Learning Bayesian Modeling: Comprehensive Evaluation and Interpretation on Skin Cancer and Liver Segmentation
por: K, Sikha O, et al.
Publicado: (2025)
por: K, Sikha O, et al.
Publicado: (2025)
Event-based Video Person Re-identification via Cross-Modality and Temporal Collaboration
por: Li, Renkai, et al.
Publicado: (2025)
por: Li, Renkai, et al.
Publicado: (2025)
Action Unit Enhance Dynamic Facial Expression Recognition
por: Liu, Feng, et al.
Publicado: (2025)
por: Liu, Feng, et al.
Publicado: (2025)
Dynamic-I2V: Exploring Image-to-Video Generation Models via Multimodal LLM
por: Liu, Peng, et al.
Publicado: (2025)
por: Liu, Peng, et al.
Publicado: (2025)
Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment
por: Ishmam, Alvi Md, et al.
Publicado: (2024)
por: Ishmam, Alvi Md, et al.
Publicado: (2024)
A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with Autoencoder
por: Zheng, Jingjing, et al.
Publicado: (2024)
por: Zheng, Jingjing, et al.
Publicado: (2024)
RIGI: Rectifying Image-to-3D Generation Inconsistency via Uncertainty-aware Learning
por: Wang, Jiacheng, et al.
Publicado: (2024)
por: Wang, Jiacheng, et al.
Publicado: (2024)
Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers
por: Huang, Binxiao, et al.
Publicado: (2024)
por: Huang, Binxiao, et al.
Publicado: (2024)
Can Bayesian Neural Networks Explicitly Model Input Uncertainty?
por: Valdenegro-Toro, Matias, et al.
Publicado: (2025)
por: Valdenegro-Toro, Matias, et al.
Publicado: (2025)
VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation
por: Zhang, Ruiyang, et al.
Publicado: (2024)
por: Zhang, Ruiyang, et al.
Publicado: (2024)
Audio-driven High-resolution Seamless Talking Head Video Editing via StyleGAN
por: Su, Jiacheng, et al.
Publicado: (2024)
por: Su, Jiacheng, et al.
Publicado: (2024)
Multimodal Classification via Total Correlation Maximization
por: Yu, Feng, et al.
Publicado: (2026)
por: Yu, Feng, et al.
Publicado: (2026)
Privacy-Preserving Federated Action Recognition via Differentially Private Selective Tuning and Efficient Communication
por: Zakariyya, Idris, et al.
Publicado: (2026)
por: Zakariyya, Idris, et al.
Publicado: (2026)
Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition
por: Yang, Haoxiang, et al.
Publicado: (2024)
por: Yang, Haoxiang, et al.
Publicado: (2024)
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis
por: Abboud, Zeinab, et al.
Publicado: (2024)
por: Abboud, Zeinab, et al.
Publicado: (2024)
Ejemplares similares
-
Reinforcement Learning-Based Downlink Transmit Precoding for Mitigating the Impact of Delayed CSI in Satellite Systems
por: Omid, Yasaman, et al.
Publicado: (2024) -
Multi-Agent Reinforcement Learning Counteracts Delayed CSI in Multi-Satellite Systems
por: Aristodemou, Marios, et al.
Publicado: (2026) -
A General Sensing-assisted Channel Estimation Framework in Distributed MIMO Network
por: Zhou, Hui, et al.
Publicado: (2024) -
Enhancing Federated Learning Convergence with Dynamic Data Queue and Data Entropy-driven Participant Selection
por: Herath, Charuka, et al.
Publicado: (2024) -
Accuracy is Not Enough: Poisoning Interpretability in Federated Learning via Color Skew
por: Riya, Farhin Farhad, et al.
Publicado: (2025)