With the advent of an economy relying on large bases of infected computers and collection of personal information, malware has become an essential tool for the "harvesters". Such needs and a ready availability of financial resources have propelled the development of families of malware and protection techniques. This talk will outline methodologies to attempt to tackle the large amount of otherwise very similar families, or strands, of malware in a generic and automated manner.