Table 2 NF-UNSW-NB15 distribution.
Class | Count | Description |
|---|---|---|
Benign | 1550712 | Normal harmless flows |
Fuzzers | 19463 | An assault is when the hacker attempts to discover security holes by sending a flood of random data to crash the system. |
Analysis | 1995 | A group of dangers that aim to compromise web applications using scripts, ports, and emails. |
Backdoor | 1782 | A technique that may bypass security protections by responding to custom-built client applications |
DoS | 5051 | Denial of service attacks aim to overwhelm a system’s resources, preventing users from accessing or using its data. |
Exploits | 24736 | These are sets of instructions that utilize a known vulnerability to influence a host’s behavior. |
Generic | 5570 | A technique that interferes with each block cipher and targets cryptography |
Reconnaissance | 12291 | Also referred to as a probe, it is a method for learning more about a network host. |
Shellcode | 1365 | Trojan horses are malicious programs that sneak into a system and hijack the host computer. |
Worms | 153 | Attacks that infect further devices by self-replication |
