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Table 1 Classes description in network TON_IoT

From: Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning

No.

Type of classes

Amount

No.

Type of sub-classes

Amount

1

Normal

300,000

1

Normal

300,000

2

Attack

161,043

2

Backdoor

20,000

3

ddos

20,000

4

dos

20,000

5

Injection

20,000

6

Password

20,000

7

Ransomware

20,000

8

Scanning

20,000

9

xss

20,000

10

mitm

1043