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GitHub / lishenghui / blades
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lishenghui%2Fblades
Stars: 114
Forks: 20
Open Issues: 4
License: apache-2.0
Language: Python
Repo Size: 9.78 MB
Dependencies:
19
Created: about 2 years ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago
Commit Stats
Commits: 40
Authors: 3
Mean commits per author: 13.33
Development Distribution Score: 0.5
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/lishenghui/blades
Topics: byzantine-fault-tolerance, distributed-systems, fedavg, federated, federated-learning, federated-learning-framework, federated-learning-simulator, model-poisoning-attack, robust-federated-learning, robust-machine-learning, robust-optimization
Files
Dependencies
- blades >=0.0.13
- matplotlib >=3.4.1
- numpy >=1.19.4
- ray >=1.0.0
- requests >=2.27.1
- scikit-learn >=1.0.2
- scipy >=1.5.4
- setuptools >=58.0.4
- sklearn >=0.0
- torch >=1.10.2
- torchvision >=0.11.3
- actions/checkout v3 composite
- actions/setup-python v3 composite
- actions/checkout v3 composite
- actions/setup-python v3 composite