Fawkes: Protecting Privacy against Unauthorized Deep Learning Models.
Shawn ShanEmily WengerJiayun ZhangHuiying LiHaitao ZhengBen Y. ZhaoPublished in: USENIX Security Symposium (2020)
Keyphrases
- learning models
- data protection
- sensitive information
- privacy preservation
- privacy issues
- personal data
- privacy preserving
- data privacy
- privacy protection
- machine learning
- loss function
- sensitive data
- learning algorithm
- learning tasks
- classification models
- third party
- semi supervised learning
- machine learning algorithms
- access control
- machine learning models
- learning problems
- personal information
- information security
- private information
- privacy concerns
- conditional random fields
- decision trees
- semi supervised
- pairwise