Summary and description of datasets in this repository.
| # | Dataset | Description | Files | Rows |
|---|---|---|---|---|
| 1 | MavLab Dataset | Indoor sensor is on/off | 2 | |
| — March | March 2003 readings | 1192 | ||
| — April | April 2003 readings | 3015 | ||
| 2 | Activity Recognition (MIT) | Single-resident apartment data | 6 | |
| Subject 1 | Apartment 1 | |||
| — activity data | Activity readings | 1475 | ||
| — activities | List of activities | 33 | ||
| — sensors | List of sensors | 76 | ||
| Subject 2 | Apartment 2 | |||
| — activity data | Activity readings | 1040 | ||
| — activities | List of activities | 35 | ||
| — sensors | List of sensors | 70 | ||
| 3 | Activity Recognition (U. of Amsterdam) | Single-resident apartment data | 2 | |
| — activities | List of activities | 246 | ||
| — sensors | Sensor data | 1320 | ||
| 4 | AMPds | Utility meter readings | 33 | |
| — Electricity B1E | Bedroom electricity | 1051200 | ||
| — NaturalGas FRG | Furnace Gas | 1051200 | ||
| — Water WHW | Whole-House Water | 1051200 | ||
| 5 | Aposemat IoT-23 | Network data (WireShark) | 9 | |
| — CTU-Honeypot-Capture-4-1 | benign flows (24h) | 452 | ||
| — CTU-Honeypot-Capture-5-1 | benign flows (5.4h) | 1374 | ||
| — CTU-Honeypot-Capture-7-1 | benign flows (1.4h) | 130 | ||
| — CTU Malware Capture 1-1 | malicious flows (112h) | 1005507 | ||
| — CTU Malware Capture 8-1 | malicious flows (24h) | 10403 | ||
| — CTU Malware Capture 20-1 | malicious flows (24h) | 3209 | ||
| — CTU Malware Capture 21-1 | malicious flows (24h) | 3286 | ||
| — CTU Malware Capture 34-1 | malicious flows (24h) | 23145 | ||
| — CTU Malware Capture 42-1 | malicious flows (8h) | 4426 | ||
| — CTU Malware Capture 44-1 | malicious flows (2h) | 237 | ||
| 6 | IoT SENTINEL (Aalto) | IoT device type prediction | 540 | |
| 7 | Mid-Atlantic CCDC | Capture files (pcap) | 1 | |
| — maccdc2012_00016 | 20000 | |||
| 8 | UNSW-NB15 | Network capture with attacks | 2 | |
| — UNSW-NB15_1 | 7000 | |||
| — UNSW-NB15_Training 10K | 10000 |
Notes:
- Some of these datasets are from here: http://casas.wsu.edu/datasets/
- Network pcap files: https://www.netresec.com/index.ashx?page=PcapFiles/
- Very large datasets (> 50 MB) are not included here => download from source
Potential Dataset
| Dataset | Network | Year | Attack Categories |
|---|---|---|---|
| CICIDS2017 | Traditional | 2017 | DoS, DDoS, SSH-Patator, Web, PortScan, FTP-Patator, Bot |
| CICIDS2018 | Traditional | 2018 | Bruteforce Web, DoS, DDoS, Botnet, Infilteration |
| CTU-13 | Traditional | 2011 | Botnet |
| Kyoto | Traditional | 2015 | Botnet |
| NSL-KDD | Traditional | 2009 | DoS, Probe, User 2 Root and Remote to User |