zabihimayvan/darknet-dataset-2020

Tor, I2P, ZeroNet, Freenet traffic data

darknet-dataset-2020

This dataset contains user behavior traffic in Tor, I2P, ZeroNet and Freenet.

We divide darknet user behaviors in 8 categories: Browsing, Chat, E-mail, Audio-streaming, Video-streaming, File Transfer, P2P and VoIP. We investigated the commonly used applications in Tor, I2P, ZeroNet, Freenet to simulate various user behaviors.

After capturing pcap, we use CICFlowMeter for feature extraction. Since our user behavior hierarchical classifier consists of 6 local classifiers, we divide the dataset into 6 csv files. The statistics of traffic data are shown in the following table.

	Browsing	Chat	Email	File Transfer	P2P	Audio	Video	VoIP	Total
Tor	1281	841	553	1077	1018	1567	1703	592	8632
I2P	1921	442	1084	1791	2910	-	-	-	8148
ZeroNet	7972	1531	352	2157	1394	820	1251	-	15477
Freenet	4990	1123	2980	4897	-	-	2397	-	16387

The original pcap file was not uploaded due to the large file size. If you need original pcap file for research, please contact us.

Contact Info

Yuzong Hu

[email protected]

Research paper

We present our approach and the findings of this work in the following research paper:

Y. Hu, F. Zou, L. Li and P. Yi, "Traffic Classification of User Behaviors in Tor, I2P, ZeroNet, Freenet," 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2020, pp. 418-424, doi: 10.1109/TrustCom50675.2020.00064.

If you use our work in a scientific publication, we would appreciate citations using this Bibtex entry:

@INPROCEEDINGS{9343185,
  author={Hu, Yuzong and Zou, Futai and Li, Linsen and Yi, Ping},
  booktitle={2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)}, 
  title={Traffic Classification of User Behaviors in Tor, I2P, ZeroNet, Freenet}, 
  year={2020},
  volume={},
  number={},
  pages={418-424},
  doi={10.1109/TrustCom50675.2020.00064}}