Concept Drifting Datasets in Weka (arff) format:

Spam Assassin Corpus (Gradual Concept Drift)

Mailing Lists (Instant Concept Drift)

You can find the description of both datasets in the following paper:

I. Katakis, G. Tsoumakas, I. Vlahavas, "Dynamic Feature Space and Incremental Feature Selection for the Classification of Textual Data Streams", ECML/PKDD-2006 International Workshop on Knowledge Discovery from Data Streams (IWKDDS-2006), Berlin, Germany.

New Datasets:
Usenet1
Usenet2
Spam Assassin Corpus 2

You can find the description of the above datasets in the following paper:

I. Katakis, G. Tsoumakas, I. Vlahavas, "An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams", 18th European Conference on Artificial Intelligence, IOS Press, Patras, Greece, 2008.

Paper is available for download here