In this paper, we introduce Malpedia, our take on a collaborative platform for the curation of a coherent corpus of cleanly labeled, unpacked malware samples. Illustrating one of the use cases for this data set, we provide a comparative overview of structural characteristics for more than 300 families of Windows malware.