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GitHub / ebagdasa / backdoors101
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ebagdasa%2Fbackdoors101
Stars: 309
Forks: 76
Open Issues: 2
License: mit
Language: Python
Repo Size: 29.2 MB
Dependencies:
18
Created: almost 5 years ago
Updated: 3 months ago
Last pushed: over 1 year ago
Last synced: 3 months ago
Topics: adversarial, adversarial-machine-learning, backdoor-attacks, backdoors, deep-learning-backdoors, deep-learning-security, federated-learning, machine-learning, ml-backdoors, neural-trojan, pytorch, research, security
Files
Dependencies
- PyYAML ==5.4
- colorlog *
- dataclasses *
- dill *
- gitpython *
- matplotlib *
- numpy *
- pillow >=8.2.0
- prompt_toolkit *
- scikit-learn *
- scipy *
- sklearn *
- tensorboard *
- torch *
- torchtext *
- torchvision *
- tqdm *
- transformers *