ResearchBenchmarksIntrusion Detection on CICIDS EA Scenario 2018Follow-47Backward Transfer (%)ACORN-IDS-214.44-170.97-127.5-84.03Feb 7, 2026Evaluation ResultsMethodMethodLinksBackward Transfer (%)ACORN-IDSScenario=Evolving Atta...Scenario=Evolving Attacks (EA)2026.02-47LwFScenario=Evolving Atta...Scenario=Evolving Attacks (EA)2026.02-74ADCNScenario=Evolving Atta...Scenario=Evolving Attacks (EA)2026.02-208