no code implementations • 1 Jul 2020 • Aleieldin Salem, Sebastian Banescu, Alexander Pretschner
We found that such ML-based strategies (a) can accurately and consistently label apps based on their VirusTotal scan reports, and (b) contribute to training ML-based detection methods that are more effective at classifying out-of-sample apps than their threshold-based counterparts.
1 code implementation • 1 Nov 2019 • William Zhang, Sebastian Banescu, Leodardo Pasos, Steven Stewart, Vijay Ganesh
We have implemented our technique in a tool called MPro, a scalable and automated smart contract analyzer based on the existing symbolic analysis tool Mythril-Classic and the static analysis tool Slither.
Cryptography and Security
no code implementations • 25 Mar 2019 • Aleieldin Salem, Sebastian Banescu, Alexander Pretschner
In evaluating detection methods, the malware research community relies on scan results obtained from online platforms such as VirusTotal.
Cryptography and Security
no code implementations • 11 Feb 2015 • Sebastian Banescu, Tobias Wüchner, Marius Guggenmos, Martín Ochoa, Alexander Pretschner
We propose and implement such a framework that obfuscates the observable behavior of malware binaries.
Cryptography and Security