Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection.
Ambra DemontisMarco MelisBattista BiggioDavide MaiorcaDaniel ArpKonrad RieckIgino CoronaGiorgio GiacintoFabio RoliPublished in: CoRR (2017)
Keyphrases
- malware detection
- machine learning
- malicious executables
- anomaly detection
- application programming interface
- key management
- learning algorithm
- active learning
- text classification
- data analysis
- feature selection
- supervised learning
- model selection
- security requirements
- case study
- training set
- security analysis
- computer vision