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Advances, Systems and Applications

Table 3 UNSW-NB15 data set distribution

From: Enhancement of an IoT hybrid intrusion detection system based on fog-to-cloud computing

Category

Training set

Testing set

Normal

Analysis

Backdoor

DoS

Exploits

Fuzzers

Generic

Reconnaissance

Shellcode

Worms

56,000

2,000

1,746

12,264

33,393

18,184

40,000

10,491

1,133

130

37,000

677

583

4089

11,132

6,062

18,871

3,496

378

44

Total Records

175,341

82,332