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

Cybersecurity

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

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