@inproceedings{1de914fccbab46a1b9635a2d2138974b,
title = "Agent-based vs agent-less sandbox for dynamic behavioral analysis",
abstract = "Malicious software is detected and classified by either static analysis or dynamic analysis. In static analysis, malware samples are reverse engineered and analyzed so that signatures of malware can be constructed. These techniques can be easily thwarted through polymorphic, metamorphic malware, obfuscation and packing techniques, whereas in dynamic analysis malware samples are executed in a controlled environment using the sandboxing technique, in order to model the behavior of malware. In this paper, we have analyzed Petya, Spyeye, VolatileCedar, PAFISH etc.Through Agent-based and Agentless dynamic sandbox systems in order to investigate and benchmark their efficiency in advanced malware detection.",
keywords = "Cuckoo, Dynamic analysis, Malware detection, Static analysis, VMRay",
author = "Muhammad Ali and Stavros Shiaeles and Maria Papadaki and Ghita, \{Bogdan V.\}",
year = "2019",
month = feb,
day = "7",
doi = "10.1109/GIIS.2018.8635598",
language = "English",
isbn = "978-1-5386-7273-0",
series = "2018 Global Information Infrastructure and Networking Symposium, GIIS 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2018 Global Information Infrastructure and Networking Symposium, GIIS 2018",
address = "United States",
note = "2018 Global Information Infrastructure and Networking Symposium, GIIS 2018 ; Conference date: 23-10-2018 Through 25-10-2018",
}