DIMVA'08 Slides

Tuesday, July 22. 2008
A quick follow-up to our DIMVA'08 paper on "Learning and Classification of Malware Behavior": the slides from Konrad's talk are now available and provide a quick overview of the topic.

In the near future, we will integrate the results of this paper to the webinterface of cwsandbox.org - stay tuned :)

Fast-Flux Data

Wednesday, July 16. 2008
Back in February, we published a paper on fast-flux service networks at NDSS'08. The basic idea behind fast-flux networks is a fast change in the mapping between a domain name and the corresponding IP addresses. The attackers use this mechanism to build a proxy-network on top of compromised machines to maintain a robust hosting infrastructure for their services. For more information on this topic, see the paper by the Honeynet Project or our NDSS paper.

To foster research in this area, the data collected during our study is available for research purposes. Up to now, quite a few people mailed me and asked for the data. To make this process a bit more scalable and also minimize the amount of work needed at my side, we decided to simply publish all the data such that everyone can download the raw data and use it for whatever purpose. Today, I uploaded a tarball which contains a summary of the fast-flux data collected over a period of several weeks. The tarball contains a potpourri of different measurements and has a total size of 7.3 MB. It contains about 55K raw dig lookup files and has an unpacked size of about 220 MB. The archive contains the following data:
  • storm-qavoter.com.log: dig lookups for domain used by the Storm Worm botnet which uses fast-flux techniques

  • asprox-damnec-hydra.log: dig lookups for Asprox/Damnec botnet which also uses fast-flux techniques

  • lookups-ff: dig lookups for fast-flux domains, confirmed manually

  • lookups-spam: dig lookups for various domains found in spam e-mails

  • lookups-benign: dig lookups for (probable) benign domains, most of them collected via dmoz or Alexa

  • lookups-ndss: part of the domains used for the NDSS paper

  • lookups-ndss-ff: suspected fast-flux domains from NDSS paper

So if you are interested in this area and want to learn more about it, just download the archive (7.3 MB) and play with the files :)