ResearchBenchmarksNetwork Intrusion Detection on KIT sub-sampled (test)Network Intrusion Detection on KIT sub-sampled (test)Follow0.9247F1-score (Low rate TCP, SIM)KNOWML-0.0369880.2126810.462350.712019Jun 24, 2025Evaluation resultsMethodMethodLinksF1-score (Low rate TCP, SIM)F1-score (Fiberfox AVB, CAP)F1-score (Fiberfox BYPASS, CAP)F1-score (HTTP Overflow, SIM)F1-score (Nkiller2, SIM)F1-score (Brute Force P=1, CAP)Benign FPRKNOWML2025.060.92470.87020.95650.97030.934810AOC-IDS2025.0600.16590.0536000.0180.0043Trident2025.0600.79520.9302000.97440.2067Kitsune2025.060000000.0011