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GitHub / EthicalML / fml-security
Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the machine learning model lifecycle from training, to packaging, to deployment.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/EthicalML%2Ffml-security
Stars: 90
Forks: 21
Open Issues: 0
License: None
Language: Python
Repo Size: 5.87 MB
Dependencies:
138
Created: about 2 years ago
Updated: about 1 month ago
Last pushed: almost 2 years ago
Last synced: 28 days ago
Files
Dependencies
- joblib ==0.16.0
- numpy >=1.8.2
- scikit-learn ==0.24.2
- seldon_core *
- mlserver ==1.1.0.dev6
- pytest ^5.2 develop
- joblib 0.16.0
- numpy 1.21.5
- python >=3.7,<3.11
- scikit-learn 0.24.2
- seldon-core 1.13.1
- Flask ==1.1.2
- Flask-Cors ==3.0.10
- Flask-OpenTracing ==1.1.0
- GitPython ==3.1.27
- Jinja2 ==2.11.3
- MarkupSafe ==1.1.1
- PyNaCl ==1.3.0
- PyYAML ==5.4.1
- Werkzeug ==2.1.1
- attrs ==21.4.0
- bandit ==1.7.4
- bcrypt ==3.1.7
- certifi ==2021.10.8
- cffi ==1.15.0
- charset-normalizer ==2.0.12
- click ==8.0.4
- cryptography ==3.4.8
- docker-compose ==1.25.0
- dockerpty ==0.4.1
- docopt ==0.6.2
- dparse ==0.5.1
- flatbuffers ==1.12
- gitdb ==4.0.9
- grpcio-opentracing ==1.1.4
- grpcio-reflection ==1.34.1
- gunicorn ==20.1.0
- idna ==3.3
- importlib-metadata ==4.11.3
- itsdangerous ==1.1.0
- jaeger-client ==4.4.0
- joblib ==0.16.0
- jsonschema ==3.2.0
- numpy ==1.21.5
- opentracing ==2.4.0
- paramiko ==2.7.1
- pbr ==5.8.1
- pipdeptree ==2.2.1
- piprot ==0.9.11
- prometheus-client ==0.8.0
- protobuf ==3.20.0
- pycparser ==2.21
- pyrsistent ==0.18.1
- requests ==2.27.1
- requests-futures ==1.0.0
- safety ==1.10.3
- scikit-learn ==0.24.2
- scipy ==1.7.3
- seldon-core ==1.13.1
- six ==1.16.0
- smmap ==5.0.0
- stevedore ==3.5.0
- texttable ==1.6.2
- threadloop ==1.0.2
- threadpoolctl ==3.1.0
- thrift ==0.16.0
- toml ==0.10.2
- tornado ==6.1
- typing_extensions ==4.1.1
- urllib3 ==1.26.5
- zipp ==3.8.0
- atomicwrites 1.4.0 develop
- more-itertools 8.12.0 develop
- packaging 21.3 develop
- pluggy 0.13.1 develop
- py 1.11.0 develop
- pyparsing 3.0.8 develop
- pytest 5.4.3 develop
- wcwidth 0.2.5 develop
- attrs 21.4.0
- certifi 2021.10.8
- cffi 1.15.0
- charset-normalizer 2.0.12
- click 8.0.4
- colorama 0.4.4
- cryptography 3.4.8
- flask 1.1.2
- flask-cors 3.0.10
- flask-opentracing 1.1.0
- flatbuffers 1.12
- grpcio 1.45.0
- grpcio-opentracing 1.1.4
- grpcio-reflection 1.34.1
- gunicorn 20.1.0
- idna 3.3
- importlib-metadata 4.11.3
- itsdangerous 1.1.0
- jaeger-client 4.4.0
- jinja2 2.11.3
- joblib 0.16.0
- jsonschema 3.2.0
- markupsafe 1.1.1
- numpy 1.21.5
- opentracing 2.4.0
- prometheus-client 0.8.0
- protobuf 3.20.0
- pycparser 2.21
- pyrsistent 0.18.1
- pyyaml 5.4.1
- requests 2.27.1
- scikit-learn 0.24.2
- scipy 1.7.3
- seldon-core 1.13.1
- six 1.16.0
- threadloop 1.0.2
- threadpoolctl 3.1.0
- thrift 0.16.0
- tornado 6.1
- typing-extensions 4.1.1
- urllib3 1.26.5
- werkzeug 2.1.1
- zipp 3.8.0