Table 4 A descriptive statistical analysis of the surveyed IDSs in terms of the important performance metrics affecting IDS suitability in IoT systems

Liu et al. (2011) [87]

-

-

-

-

-

Kasinathan et al. (2013) [88, 90]

MAX range

Zero

-

*

-

TP = (20-25)

Jun and Chi (2014) [91]

*

*

-

MAX

MAX memory = 730 MB

0.422

MAX CPU = 62%

Krimmling and Peter (2014) [92]

*

*

-

-

-

Butun et al. (2015) [93]

MAX range

at MAX TPR

-

-

-

(90-100)

Zero

Surendar and Umamakeswari (2016) [82]

*

*

MAX range

-

*

for one node

(0.09-0.1)

Le et al. (2016) [83]

MAX

at MAX TPR

for one node

120

-

100

6.78

0.12

Bostani and Sheikhan (2017) [84]

MAX

at MAX TPR

-

-

100

2.98

Garcia-Font et al. (2017) [95]

MAX range

at MAX TPR

-

-

-

(50-60)

(25-30)

Fu et al. (2017) [96]

*

*

-

*

-

Deng et al. (2018) [97]

96.8

1.6

-

*

-

Amouri et al. (2018) [99]

100

*

-

3000

-

Liu et al. (2018) [100]

MAX

1.5

-

MAX range

-

97.4

(0.5-0.6)

Abhishek et al. (2018) [101]

MAX

at MAX TPR

-

-

-

100

5.5

Oh et al. (2014) [102]

100

Zero

-

MAX at best

-

performance = 40

Summerville et al. (2015) [103]

MAX

*

-

-

-

100

Mohan et al. (2016) [37]

*

*

-

-

-

Arrignton et al. (2016) [104]

*

*

-

-

-

Gupta et al. (2013) [105]

-

-

-

-

-

Raza et al. (2013) [106]

MAX range

at MAX TPR

for one node

120

Memory

(80-100)

Zero

2.88

1.76 KB

Khan and Herrmann (2017) [107]

MAX

at MAX TPR

*

-

*

100

1.1