Detection and robustness evaluation of android malware classifiers.
Anupama M. LP. VinodCorrado Aaron VisaggioM. A. AryaJosna PhilominaRincy RaphaelAnson PinheroK. S. AjithP. MathiyalaganPublished in: J. Comput. Virol. Hacking Tech. (2022)
Keyphrases
- malware detection
- anomaly detection
- malicious executables
- object detection
- training data
- test set
- detect malicious
- boosted classifiers
- detection accuracy
- evaluation method
- detection algorithm
- decision trees
- training examples
- detection method
- false positives
- event detection
- detection rate
- automatic detection
- support vector
- smart phones
- mobile devices
- control flow
- discriminative classifiers
- feature selection
- feature space
- active learning
- naive bayes
- machine learning algorithms