iPDS: Computing Privacy Disclosure Score for iOS apps and detection of privacy-infringing apps using Machine learning classifiers.
Neetu SardanaArpita Jadhav BhattPublished in: IC3 (2023)
Keyphrases
- machine learning
- mobile apps
- machine learning algorithms
- machine learning methods
- decision trees
- mobile applications
- machine learning approaches
- support vector
- supervised classification
- app store
- development tools
- detection method
- false positives
- discriminative classifiers
- training data
- object detection
- feature selection
- detection algorithm
- anomaly detection
- learning algorithm
- data mining
- text classification
- text mining
- naive bayes
- roc analysis
- roc curve
- detection rate
- privacy preserving
- training samples
- m learning
- personal information
- classification algorithm
- classification accuracy
- active learning
- mobile devices
- support vector machine classifier
- coverage includes
- face detection