E-minBatch GraphSAGE: An Industrial Internet Attack Detection Model

Table 1

UNSW-NB15 flow type, quantity and profile.

Flow type	Quantity	Introduction
Normal	2,218,761	Normal data traffic
Fuzzers	24,246	Send randomly generated fuzzy data to the target to cause the target to error into a pause state
Analysis	2,677	Port scanning, spam, and html file infiltration
Exploits	44,525	Attacks that exploit vulnerabilities known to exist in the system or software
Worms	174	Attack initiators such as viruses replicate themselves and try to infect other hosts on the network
Shellcode	1,511	A piece of code that exploits a software vulnerability
DoS	16,353	Launch a flooding attack on the target so that it cannot accept new requests
Generic	215,481	Attack against any type of group password
Reconnaissance	13,987	Simulation of information-gathering attacks
Backdoor	2,329	Bypass system defense mechanisms to access sensitive locations and sensitive information