Tipo di tesi
Tesi di laurea magistrale
Titolo
Graph-based android malware categorization based on Convolutional Neural Networks
Dipartimento
INGEGNERIA DELL'INFORMAZIONE
Corso di studi
ARTIFICIAL INTELLIGENCE AND DATA ENGINEERING
Riassunto (Italiano)
My study will focus on the Classification of APKs in these different categories:
1. Benign APK : Harmless or well intentioned application, the opposite of malicious APKs.
2. File Infector APK : A file infector is a type of malware that has the capability to propagate by attaching its code to other programs or files.
3. Riskware APK : Riskware is any potentially unwanted application that is not classified as malware, but may utilize system resources in an undesirable or annoying manner, and/or may pose a security risk.
4. Trojan APK : A trojan is a type of malware that performs activites without the user’s knowledge.
5. Adware APK : Adware typically display advertising content to the user.
