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D24/D6.4 Second Open Workshop Proceedings

This is the deliverable for the second wombat open workshop, BADGERS, that took place within the EuroSys 2011 conference on April 10 in Salzburg (Austria). In this document we discuss the preparation of the second workshop, our expectations vs. feedback and impressions we collected by authors and attenders. Proceedings are included.


D21/D4.7 Consolidated report with evaluation results

This is the final deliverable for Workpackage 4 within the wombat project. In this document we discuss the final extensions and improvements to our data collection and analysis techniques that were implemented as part of wombat. Furthermore, we present some additional results obtained from the analysis of data collected within wombat.


The Wombat API (WAPI) is now available on sourceforge


WAPI, or WOMBAT API, is a SOAP-based API built in the context of the project to facilitate the remote access and exploration of security-related datasets.

The package contains all the essential code to start using the WAPI. The WAPI represents an attempt to tackle two main challenges for security data providers:

- Many of the data access primitives are not easily scriptable. Many data sources provide web-based interfaces that, while easily accessible by human operators, are not convenient for automated analysis.

- The interfaces for security datasets are very diverse in structure and methodology. The analyst who wants to take advantage of multiple data sources to perform correlations among them is thus forced to implement ad-hoc plugins and parsers for each data feed. This process is not necessarily a simple task, and requires the analyst to fully understand, for example, the schema of the SQL database provided by the data owner.

You can find the package on sourceforge :

More information and details on WAPI are available in the deliverable D10/D6.3.

Wombat Deliverable D18/D4.6 Final description of contextual features

The objective of Workpackage 4 is to develop techniques to characterize the malicious
code that is collected in the previous workpackage. The main idea is to enrich the
collected code thanks to metadata that might reveal insights into the origin of the code
and the intentions of those that created, released or used it.
This deliverable is an extension of D15 (D4.5), and provides a final description of the
contextual features collected within the wombat consortium. Furthermore, it presents
initial results, statistics, and insights obtained by analyzing the collected contextual


Wombat Deliverable D16/D4.2 Analysis Report of Behavioral Features

This deliverable provides a discussion of the features used to characterize the behavior
of code, and a discussion of preliminary results of applying these features to a set of
malicious code. It discusses the project's results in behavior-based clustering, malware
detection at end hosts in different ways, system call analysis, but also our work on
shellcode behavior.


WOMBAT Participation at the FIA Conference in Madrid, Dec. 2008

The WOMBAT proect will be represented at the Future Internet Assembly conference in Madrid, December 2008, by the following people:
  • Vincent Boutroux, France Télécom R&D/Orange Labs
  • Sotiris Ioannidis, FORTH (also representing FORWARD)
  • Philip Homburg, VU (Also representing FORWARD)
  • Paolo Milani Comparetti, TUV

Vrije Universiteit Amsterdam