Table 2. Dataset information.
| Dataset | Records | Attributes | Attack records | Reference |
|---|---|---|---|---|
| KDDCUP 99 | 567,497 | 4 | 3,377 | The UCI KDD Archive (1999) |
| CIC 2017 (Thursday-WebAttacks) | 1,070,367 | 4 | 2,180 | Sharafaldin, Lashkari & Ghorbani (2018) |
| CIC 2017 (Tuesday-Working Hours) | 445,909 | 3 | 13,835 | Sharafaldin, Lashkari & Ghorbani (2018) |
| CIC 2017 (Friday-Morning) | 191,033 | 2 | 1,966 | Sharafaldin, Lashkari & Ghorbani (2018) |
| CIC 2017 (Friday-Afternoon-DDos) | 225,745 | 2 | 128,027 | Sharafaldin, Lashkari & Ghorbani (2018) |
| CIC 2017 (Friday-Afternoon-PortScan) | 286,467 | 2 | 158,930 | Sharafaldin, Lashkari & Ghorbani (2018) |
| CIC 2017 (Wednesday-working Hours) | 692,703 | 6 | 252,672 | Sharafaldin, Lashkari & Ghorbani (2018) |
| CTU-13 (48) | 114,077 | 52 | 63 | Garcia et al. (2014) |
| CTU-13 (52) | 107,251 | 58 | 8,164 | Garcia et al. (2014) |
| Edge-IIoTset | 20,952,648 | 15 | 9,728,708 | Ferrag et al. (2022) |
| UNSW-NB15 | 82,332 | 9 | 45,332 | Moustafa & Slay (2015) |
| MQTTset | 8,456,823 | 6 | 115,822 | Vaccari et al. (2020) |
| CIDDS001 (Week1) | 8,451,520 | 4 | 1,440,623 | Ring et al. (2017) |
| CIDDS001 (Week2) | 10,310,733 | 4 | 1,795,404 | Ring et al. (2017) |