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Benchmarks
DDoS Detection on Bot-IoT
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99.34
Accuracy
DDAD-SOEL
93.7864
95.2282
96.67
98.1118
Nov 23, 2025
Accuracy
Precision
Recall
F1-Score
Updated 13d ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1-Score
DDAD-SOEL
2025.11
99.34
97.36
97.34
97.34
RBF-SVM
2025.11
99.33
99.22
99.08
99.15
Graph-Ensemble IDS
2025.11
99.1
96.8
98.3
97.5
Transformer-RL IDS
2025.11
98.7
95.2
97.8
96.4
DeepEdgeIDS
2025.11
98
92.4
97.6
94.9
Lightweight ML IDS
2025.11
96.5
91
94
92.4
AutoDRL-IDS
2025.11
94
91.7
92
91.3
RL-Based HBOS
2025.11
94
94
94
91
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