Open Issues Need Help
View All on GitHub Docs: tutorial notebook 4 days ago
documentation good first issue
nancypatel12/trainleak nancypatel12/trainleak Does your model leak its training data? Membership inference audits in one line.
Open project →
0
Does your model leak its training data? Membership inference audits in one line.
Python
#differential-privacy#lira#machine-learning#membership-inference#ml-security#privacy#python#scikit-learn
Hugging Face transformers adapter 4 days ago
enhancement help wanted
nancypatel12/trainleak nancypatel12/trainleak Does your model leak its training data? Membership inference audits in one line.
Open project →
0
Does your model leak its training data? Membership inference audits in one line.
Python
#differential-privacy#lira#machine-learning#membership-inference#ml-security#privacy#python#scikit-learn
enhancement good first issue
nancypatel12/trainleak nancypatel12/trainleak Does your model leak its training data? Membership inference audits in one line.
Open project →
0
Does your model leak its training data? Membership inference audits in one line.
Python
#differential-privacy#lira#machine-learning#membership-inference#ml-security#privacy#python#scikit-learn
Audit regression models 4 days ago
enhancement help wanted
nancypatel12/trainleak nancypatel12/trainleak Does your model leak its training data? Membership inference audits in one line.
Open project →
0
Does your model leak its training data? Membership inference audits in one line.
Python
#differential-privacy#lira#machine-learning#membership-inference#ml-security#privacy#python#scikit-learn
Example: audit XGBoost and LightGBM models 4 days ago
documentation good first issue
nancypatel12/trainleak nancypatel12/trainleak Does your model leak its training data? Membership inference audits in one line.
Open project →
0
Does your model leak its training data? Membership inference audits in one line.
Python
#differential-privacy#lira#machine-learning#membership-inference#ml-security#privacy#python#scikit-learn
Label-only membership inference attack 4 days ago
enhancement help wanted
nancypatel12/trainleak nancypatel12/trainleak Does your model leak its training data? Membership inference audits in one line.
Open project →
0
Does your model leak its training data? Membership inference audits in one line.
Python
#differential-privacy#lira#machine-learning#membership-inference#ml-security#privacy#python#scikit-learn