Mitigating Poisoning Attacks on Machine Learning Models: A Data Provenance Based Approach.
Nathalie BaracaldoBryant ChenHeiko LudwigJaehoon Amir SafaviPublished in: AISec@CCS (2017)
Keyphrases
- machine learning models
- data provenance
- fine grained
- conceptual modeling
- spam filtering
- machine learning algorithms
- data sharing
- machine learning approaches
- machine learning
- relational databases
- predictive model
- scientific data
- metadata
- database
- learning models
- scientific workflows
- databases
- data management
- object oriented
- provenance information
- decision trees
- data sets
- learning algorithm
- query processing
- data analysis