Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models.
Shawn ShanEmily WengerJiayun ZhangHuiying LiHaitao ZhengBen Y. ZhaoPublished in: CoRR (2020)
Keyphrases
- learning models
- privacy issues
- sensitive information
- data protection
- personal information
- privacy preserving
- privacy preservation
- loss function
- personal data
- sensitive data
- machine learning
- third party
- privacy protection
- machine learning algorithms
- private information
- privacy preserving data mining
- learning tasks
- learning algorithm
- privacy concerns
- conditional random fields
- semi supervised learning
- classification models
- learning problems
- data privacy
- microarray
- image segmentation
- data mining
- data sets
- access control
- image classification
- graphical models
- supervised learning
- feature space