Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning

Author:

Mercaldo Francesco1ORCID,Ciaramella Giovanni2ORCID,Santone Antonella3ORCID,Martinelli Fabio2ORCID

Affiliation:

1. University of Molise & IIT-CNR, Italy

2. IIT-CNR, Italy

3. University of Molise, Italy

Publisher

ACM

Reference24 articles.

1. OpSeq

2. Daniel Arp , Michael Spreitzenbarth , Malte Hubner , Hugo Gascon , Konrad Rieck , and CERT Siemens . 2014 . Drebin: Effective and explainable detection of android malware in your pocket.. In Ndss, Vol. 14. 23–26. Daniel Arp, Michael Spreitzenbarth, Malte Hubner, Hugo Gascon, Konrad Rieck, and CERT Siemens. 2014. Drebin: Effective and explainable detection of android malware in your pocket.. In Ndss, Vol. 14. 23–26.

3. Gerardo Canfora , Andrea Di Sorbo , Francesco Mercaldo , and Corrado Aaron Visaggio . 2015. Obfuscation techniques against signature-based detection: a case study. In 2015 Mobile systems technologies workshop (MST) . IEEE , 21–26. Gerardo Canfora, Andrea Di Sorbo, Francesco Mercaldo, and Corrado Aaron Visaggio. 2015. Obfuscation techniques against signature-based detection: a case study. In 2015 Mobile systems technologies workshop (MST). IEEE, 21–26.

4. Metamorphic Malware Detection Using Code Metrics

5. Dynamic Mobile Malware Detection through System Call-based Image representation.J;Casolare Rosangela;Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl.,2021

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