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clare-kinney

Dataset Andrototal - PowerPoint PPT Presentation

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Dataset Andrototal
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  1. DatasetAndrototal DavideQuarta Federico Maggi Stefano Zanero info@andrototal.org

  2. Il dataset • Applicazionigoodwaree malware Android • APK • Nomi dei file con cui vienesottomessoil sample • Analisistatica • File estruttura del package APK • Permessirichiesti (dal manifest) • Listadelle Activity • Target platform information (API level, min/max SDK version) • Scansioniantivirus • Risultatidellescansioni per permettere la comparazionedeirisultatineltempo • Label applicatamanualeda parte dell’utente • Durante l’uploadl’utentepuòspecificare se l’APKènoto per essere un malware omeno

  3. Formatodeidati • JSON • APK package

  4. Dimensione dataset • 42360 APK • 2356utenti • 15 antivirus (7 attivipubblicamente) • 305730 tests • 43674 test sets

  5. Come fruire del dataset • http://code.andrototal.org/tools • Step • sign up via Facebook or Google Oauthat • http://andrototal.org/signin • send an email to info@andrototal.org containing • the email address you used to signin to andrototal.org (likely, your Facebook or Google email address) • why you would want to access our API and if you need access to our samples repository too • get your AndroTotalkey