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Table 10 The compassion of datasets (✔ = True, ✖ = False)

From: A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges

Dataset

Real 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