PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining.
Mishaal KazmiHadrien LautraiteAlireza AkbariMauricio SorocoQiaoyue TangTao WangSébastien GambsMathias LécuyerPublished in: CoRR (2024)
Keyphrases
- machine learning models
- statistical databases
- machine learning algorithms
- spam filtering
- machine learning approaches
- personal information
- machine learning
- learning models
- privacy preserving
- sensitive information
- private information
- neural network
- machine learning methods
- access control
- data analysis
- genetic algorithm
- real world
- data sets