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ResearchFormerly WizWand

Intrusion Detection on Attack Detection Dataset

0.96DDoS Detection RateDMAS

Evaluation results

Method	Links
DMAS2026.01		0.96	0.94	0.93	0.92	0.95	0.87	0.928
Signature2026.01		0.92	0.65	0.58	0.72	0.88	0.35	0.683
ML-based2026.01		0.89	0.88	0.86	0.85	0.91	0.68	0.845
Anomaly2026.01		0.78	0.82	0.75	0.68	0.71	0.52	0.71