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Deployment
Deploy scenarios using NEBULA
Modal title
Confirm the deployment of the defined scenario
Information
Scenario Generation
Advanced Deployment
CPU
GPU
Aggregation
FedAvg
Krum
TrimmedMean
Median
Topology
Fully
Ring
Star
Dataset
MNIST
FashionMNIST
CIFAR10
MilitarySAR
Robustness
No Attack
Label Flipping
Sample Poisoning
Model Poisoning
GLLNeuronInversionAttack
NoiseInjectionAttack
SwappingWeightsAttack
DelayerAttack
Scenario Information
Scenario title
Scenario description
Deployment
Deployment type
Processes
Docker containers
Physical devices
Federation Architecture
Federation approach
DFL
SDFL
CFL
Network Topology
Topology generation
Custom topology
Predefined topology
Fully
Ring
Star
Random
Dataset
Federated dataset
Dataset type
IID
Non-IID
Partition Methods
Dirichlet
Percentage
Balanced IID
Unbalanced IID
Parameter setting
Training
Model
Aggregation
Aggregation algorithm
FedAvg
Krum
TrimmedMean
Median
BlockchainReputation
ProtoAvg
ProtoFedAvg
LEGEND
Aggregator
Trainer
Server
Malicious
Number of participants:
3
Advanced mode
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>
Run NEBULA
Load
Save
Participants
Number of rounds
Logging
Only alerts
Alerts and logs
Individual participants
Advanced Deployment
Accelerator definition
GPU
CPU
Advanced Topology
Distance between participants
Advanced Communications
Network address
Network gateway
Advanced Training
Number of Epochs
Robustness
Attack Type
No Attack
Label Flipping
Sample Poisoning
Model Poisoning
GLLNeuronInversionAttack
NoiseInjectionAttack
SwappingWeightsAttack
DelayerAttack
% malicious nodes
% samples poisoned by each malicious node
% poisoned noise
Defense
Reputation System
Disable Reputation
Enable Reputation
Dynamic Topology
Dynamic Aggregation
Target Aggregation Algorithm
Krum
FedAvg
TrimmedMean
Median
Mobility
Select the default location for the participants
Random location
Custom location
Latitude and longitude
Open map
Get current location
Mobility configuration
Disable Mobility
Enable Mobility
Type of mobility
Topology and Geographical
Topology
Geographical
Radius of federation (m)
Scheme of mobility
Random
Each participant moves every (rounds)
% mobile participants
Number of additional participants (deployed during federation)
Schema of deployment
Random