Hey everyone :)
Amir, Aaron and others are working hard to make it easier to detect vandalism on Wikidata with the help of ORES. It classifies edits to figure out for example which are the ones that are likely to be vandalism so we can concentrate on those when doing recent changes paroling and so on. It is getting close to having this work in an extension we can deploy on Wikidata so it is all nicely integrated. One of the missing pieces is classifying a bunch more edits to train the classifier. If you can help with getting this done that'd be awesome. Here is the campaign: https://www.wikidata.org/wiki/Wikidata:Edit_labels.
Cheers Lydia