The ID2T (Intrusion Detection Dataset Toolkit) aims on the creation of labeled datasets that contain user defined synthetic attacks. For a detailed description of the theoretical background of this work read the respective scientific publications (see bellow).
License and usage: ID2T is open source under the MIT License. If you make use of it please make sure to properly cite the paper “Towards the creation of synthetic, yet realistic, intrusion detection datasets”.