Cyber Threat Detection on PCAP-based Cyber Threat Dataset
99AccuracyProposed RoBERTa
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Proposed RoBERTa2026.01 | 99 | 91 | 89 | |
| Security BERT2026.01 | 98 | 87 | 84 | |
| Alpaca-LoRA2026.01 | 94 | 89 | 79 | |
| Falcon2026.01 | 92 | 81 | 85 | |
| ChatGPT 3.5-turbocontext window=16k context2026.01 | 90 | 95 | 82 |