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Model Poisoning

Papers

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Showing 26–50 of 108 papers

TitleStatusHype
DMPA: Model Poisoning Attacks on Decentralized Federated Learning for Model Differences—0
Maximizing Uncertainty for Federated learning via Bayesian Optimisation-based Model Poisoning—0
VerifBFL: Leveraging zk-SNARKs for A Verifiable Blockchained Federated Learning—0
Tazza: Shuffling Neural Network Parameters for Secure and Private Federated Learning—0
DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learning—0
How to Defend Against Large-scale Model Poisoning Attacks in Federated Learning: A Vertical Solution—0
FedSECA: Sign Election and Coordinate-wise Aggregation of Gradients for Byzantine Tolerant Federated LearningCode0
Meta Stackelberg Game: Robust Federated Learning against Adaptive and Mixed Poisoning Attacks—0
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning—0
pFedGame -- Decentralized Federated Learning using Game Theory in Dynamic Topology—0
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated LearningCode0
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning—0
On the Hardness of Decentralized Multi-Agent Policy Evaluation under Byzantine Attacks—0
Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems—0
Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense—0
Partner in Crime: Boosting Targeted Poisoning Attacks against Federated Learning—0
Defending Against Sophisticated Poisoning Attacks with RL-based Aggregation in Federated LearningCode0
No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning—0
A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with AutoencoderCode0
ACE: A Model Poisoning Attack on Contribution Evaluation Methods in Federated Learning—0
Concealing Backdoor Model Updates in Federated Learning by Trigger-Optimized Data Poisoning—0
Leverage Variational Graph Representation For Model Poisoning on Federated LearningCode0
Poisoning Decentralized Collaborative Recommender System and Its Countermeasures—0
Robust Federated Contrastive Recommender System against Model Poisoning Attack—0
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing—0
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