DP-Sniper: Black-Box Discovery of Differential Privacy Violations using Classifiers.
Benjamin BichselSamuel SteffenIlija BogunovicMartin T. VechevPublished in: IEEE Symposium on Security and Privacy (2021)
Keyphrases
- black box
- privacy violations
- black boxes
- dynamic programming
- white box
- integration testing
- training data
- decision trees
- private information
- support vector
- test cases
- knowledge discovery
- training samples
- white box testing
- test set
- training set
- data mining
- meta learning
- hybrid systems
- individual privacy
- identity theft
- feature selection
- social networks
- data sets