On building machine learning pipelines for Android malware detection: a procedural survey of practices, challenges and opportunities.
Masoud Mehrabi KoushkiIbrahim Y. AbualhaolAnandharaju Durai RajuYang ZhouRonnie Salvador GiagoneShengqiang HuangPublished in: Cybersecur. (2022)
Keyphrases
- malware detection
- machine learning
- malicious executables
- anomaly detection
- emerging technologies
- case study
- pattern recognition
- computer vision
- multiple perspectives
- application programming interface
- anti virus
- data analysis
- learning algorithm
- object oriented
- supervised learning
- text mining
- unsupervised learning
- feature selection
- mobile platforms
- data mining
- big data
- active learning
- data model
- high dimensional
- object recognition
- information systems