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: IEEE Trans. Dependable Secur. Comput. (2019)
Keyphrases
- malware detection
- machine learning
- anomaly detection
- malicious executables
- application programming interface
- data mining
- case study
- pattern recognition
- learning algorithm
- computer vision
- feature selection
- active learning
- high level
- object recognition
- open source
- data management
- model selection
- key management
- security model