Advances, Systems and Applications
Table 4 Details of CIC-IDS2017 Dataset
From: A fog-edge-enabled intrusion detection system for smart grids
Traffic Type | CIC-IDS2017 | Description |
|---|---|---|
BENIGN | 2,273,097 | Non-malicious network traffic. |
Bot | 1,966 | Traffic from Botnets (compromised devices). |
DDoS | 128,027 | Distributed Denial of Service attacks. |
DoS GoldenEye | 10,293 | Denial of Service using GoldenEye tool. |
DoS Hulk | 231,073 | Denial of Service overwhelming target. |
DoS Slowhttptest | 5,499 | Denial of Service exploiting web server vulnerabilities. |
DoS Slowloris | 5,796 | Denial of Service keeping many connections open. |
FTP-PATATOR | 7,938 | Brute-force attack on FTP servers. |
Heartbleed | 11 | Exploitation of Heartbleed vulnerability. |
Infiltration | 36 | Unauthorized intrusion attempts. |
PortScan | 158,930 | Scanning to discover open ports. |
SSH-PATATOR | 5,897 | Brute-force attack on SSH servers. |
WebAttack BruteForce | 1,507 | Web application brute-force attack. |
WebAttack SQL Injection | 21 | SQL Injection vulnerability exploitation. |
WebAttack XSS | 652 | Cross-Site Scripting attack. |
Total | 2,830,743 | |