About
This is a collaborative study among researchers from the International Computer Science
Institute, UC Berkeley, UC San Diego, and New York University.
Reference:
-
Rebecca S. Portnoff, Sadia Afroz, Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Damon McCoy, Kirill Levchenko, and Vern Paxson. Tools for Automated Analysis of
Cybercriminal Markets. In Proceedings of 26th International World Wide Web
conference. 2017.
-
Greg Durrett, Jonathan K. Kummerfeld, Rebecca S. Portnoff, Sadia Afroz, Taylor Berg-Kirkpatrick, Damon McCoy, Kirill Levchenko, Vern Paxson.
Identifying Products in Online Cybercrime Marketplaces: A Dataset and Fine-grained Domain Adaptation Task.
EMNLP 2017.
Code
Our code is available on github:
https://github.com/ccied/ugforum-analysis.
It includes code for extracting information about the type of a post,
products bought/sold, the prices of products, and currency exchanges.
Data
We have used eight distinct forums to assess our tools:
Antichat, Blackhat World, Carders,
Darkode, Hack Forums, Hell, L33tCrew and Nulled.
Raw
- Blackhat World (Dump): Contact authors
- Nulled (Dump): Contact authors
- Darkode (Scrape): Contact authors
- Hack Forums (Scrape): Contact authors
Annotated