A Study on Malware Detection and Classification Using the Analysis of API Calls Sequences Through Shallow Learning and Recurrent Neural Networks.
Angelo CannarileFrancesco CarreraStefano GalantucciAndrea IannaconeGiuseppe PirloPublished in: ITASEC (2022)
Keyphrases
- malware detection
- recurrent neural networks
- supervised learning
- recurrent networks
- cascade correlation
- unsupervised learning
- malicious executables
- static analysis
- anomaly detection
- neural network
- reinforcement learning
- data access
- database
- reservoir computing
- text classification
- data management
- database systems
- learning algorithm