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Benchmarks
Network Intrusion Detection on CICIDS 2017
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98.2
F1 Score
PARD-SSM
59.824
69.787
79.75
89.713
Apr 2, 2026
Apr 3, 2026
F1 Score
False Positive Rate (FPR)
Estimated Detection Time (min)
SAA Score
Updated 10d ago
Evaluation Results
Method
Method
Links
F1 Score
False Positive Rate (FPR)
Estimated Detection Time (min)
SAA Score
PARD-SSM
Latency (ms)=<1.2, GPU...
2026.04
98.2
-
8
86.1
RF
Latency=∼200 µs, HW=x8...
2026.04
94.3
-
-
-
BiLSTM
Latency (ms)=8.4, GPU...
2026.04
74.4
-
-
-
Isolation Forest
Latency (ms)=1.1, GPU...
2026.04
70.1
-
-
-
KF-Anomaly
Latency (ms)=0.8, GPU...
2026.04
68
-
-
-
Snort 3.0
Latency (ms)=< 0.1, GP...
2026.04
61.3
-
-
-
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