Title
Sandnet: network traffic analysis of malicious software
Abstract
Dynamic analysis of malware is widely used to obtain a better understanding of unknown software. While existing systems mainly focus on host-level activities of malware and limit the analysis period to a few minutes, we concentrate on the network behavior of malware over longer periods. We provide a comprehensive overview of typical malware network behavior by discussing the results that we obtained during the analysis of more than 100,000 malware samples. The resulting network behavior was dissected in our new analysis environment called Sandnet that complements existing systems by focusing on network traffic analysis. Our in-depth analysis of the two protocols that are most popular among malware authors, DNS and HTTP, helps to understand and characterize the usage of these prevalent protocols.
Year
DOI
Venue
2011
10.1145/1978672.1978682
BADGERS@EuroSys
Keywords
Field
DocType
malware author,new analysis environment,network traffic analysis,analysis period,dynamic analysis,resulting network behavior,typical malware network behavior,network behavior,in-depth analysis,malicious software,malware sample,spam
Traffic analysis,Computer science,Computer security,Internet measurement,Software,Malware,Network behavior
Conference
Citations 
PageRank 
References 
42
2.27
9
Authors
7
Name
Order
Citations
PageRank
Christian Rossow178649.71
Christian J. Dietrich225316.63
Herbert Bos32127122.81
Lorenzo Cavallaro488652.85
Maarten van Steen52808233.34
Felix C. Freiling61415137.30
Norbert Pohlmann725049.03