# model-poisoning
4 articlestagged with “model-poisoning”
Federated Learning Attacks
Attacking federated learning through model update poisoning, gradient leakage, free-rider attacks, and Byzantine fault exploitation.
federated-learninggradient-leakagemodel-poisoningbyzantinefree-rider
Federated Learning Security
Security attacks on federated learning systems including model poisoning, data inference, and Byzantine fault exploitation.
infrastructurefederated-learningmodel-poisoningprivacy
Lab: Model Supply Chain Poisoning
Simulate model supply chain attacks by injecting backdoors into model weights distributed through public registries.
labssupply-chainmodel-poisoningadvanced
Lab: Attacking Federated Learning
Hands-on lab implementing model poisoning attacks in a simulated federated learning setup using the Flower framework: Byzantine attacks, model replacement, and measuring attack impact.
labfederated-learninghands-onflowerbyzantinemodel-poisoningsimulation