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Table 13 Compassion of datasets (✔ = True, ✖ = False)

From: Survey of intrusion detection systems: techniques, datasets and challenges

Dataset

Realistic Traffic

Label data

IoT traces

Zero-day attacks

Full packet captured

Year

DARPA 98

✔

✔

✖

✖

✔

1998

KDDCUP 99

✔

✔

✖

✖

✔

1999

CAIDA

✔

✖

✖

✖

✖

2007

NSL-KDD

✔

✔

✖

✖

✔

2009

ISCX 2012

✔

✔

✖

✖

✔

2012

ADFA-WD

✔

✔

✖

✔

✔

2014

ADFA-LD

✔

✔

✖

✔

✔

2014

CICIDS2017

✔

✔

✖

✔

✔

2017

Bot-IoT

✔

✔

✔

✔

✔

2018