MADLIRA -a tool for Android malware detection - Archive ouverte HAL Access content directly
Journal Articles Proceedings of the International Conference on Information Systems Security and Privacy (ICISSP 2021) Year : 2021

MADLIRA -a tool for Android malware detection

, (1)
1
Khanh Huu The Dam
  • Function : Author
Tayssir Touili

Abstract

Today, there are more threats to Android users since malware writers are changing their target to explore the weakness of Android devices, in order to generate malicious behaviors. Thus, detecting Android malwares is becoming crucial. We present in this paper a tool, called MADLIRA (MAlware Detection using Learning and Information Retrieval for Android). This tool implements two static approaches: (1) apply Information Retrieval techniques to automatically extract malicious behaviors from a set of malicious and benign applications, (2) apply learning techniques to automatically learn malicious applications. Then, in both cases, MADLIRA can classify a new Android application as malicious or benign.
Fichier principal
Vignette du fichier
MADLIRA_ICISSP.pdf (188.68 Ko) Télécharger le fichier
Origin : Files produced by the author(s)

Dates and versions

hal-03064454 , version 1 (14-12-2020)

Identifiers

  • HAL Id : hal-03064454 , version 1

Cite

Khanh Huu The Dam, Tayssir Touili. MADLIRA -a tool for Android malware detection. Proceedings of the International Conference on Information Systems Security and Privacy (ICISSP 2021), 2021. ⟨hal-03064454⟩
48 View
97 Download

Share

Gmail Facebook Twitter LinkedIn More