u may search for KDD99/KDDCUP99 data sets for infrastructure for  networks.

it may be helpful for you.

http://www.sciencedirect.com/science/article/pii/S1570870513001005

Hi,

This paper might help you.

http://nsl.cs.unb.ca/NSL-KDD/

Hi; 

You can use CAIDA data set to evalute your results.

Regards

The ADFA Intrusion Detection Datasets

Hi,

No. I did not use any saved dataset in my work. So, most of my evaluation was realtime. For more details you can refer to the following paper:

Article Hybrid of Anomaly-Based and Specification-Based IDS for Inte...

@Hamid Bostani

This is the most great answer

If you have the IoT setup up and running you can use ,

Conference Paper INSecS-DCS: A Highly Customizable Network Intrusion Dataset ...

Software : https://github.com/nrajasin/Network-intrusion-dataset-creator to make you own dataset.

You can request Intrusion data set based on 6LoWPAN Networks using this link. https://doi.org/10.5281/zenodo.1406034