Table 6.
The comparison of irregular traffic pattern detection.
| Article | Detection Technique | Traffic Monitoring | Packet Filtering | NICs | Traffic Flow |
|---|---|---|---|---|---|
| [58] | Kubernetes | Offline | Yes, eBPF/XDP | NA | NA |
| [62] | Kernel JIT/translator | Offline | Yes (eBPF/XDP) | Smart NICs | NA |
| [80] | Vibrational LSTM | Online | No | NA | Long/Short-Term |
| [81] | P4 language | Online | Yes, eBPF/XDP | Smart NICs | NA |
| [84] | Big Flow | Online | No | 10 GB/s | Big flow |
| [87] | Snort, Suricata | Offline | Yes | 100 | Long/Short-Term |
| [88] | PMDA modules | Offline | Yes (BPF) | - | - |
| [94] | hXDP | Online | Yes (eBPF) | 100 Gbps | Big flow |
| [95] | XDP | - | Bpf, eBPF, XDP | - | Long/Short Term |