Detection Success Assessment of Machine Learning Algorithms Through Manifest File Permissions Demanded by Malicious Android Wares.
Hamza Aytaç DoganayHalil-Ibrahim BülbülPublished in: ICMLA (2023)
Keyphrases
- machine learning algorithms
- malware detection
- benchmark data sets
- learning algorithm
- machine learning
- learning problems
- anti virus
- api calls
- decision trees
- machine learning methods
- learning tasks
- predictive accuracy
- machine learning approaches
- detect malicious
- machine learning systems
- random forests
- learning models
- transfer learning
- anomaly detection
- multiclass classification
- general purpose
- statistical machine learning
- support vector machine
- detecting malicious