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CIC-IoT dataset and benchmarks · SOTA2 Research

Research Datasets

CIC-IoT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Network Intrusion Detection

CIC-IoT-23 Generalization

100F1 Score

33

Encrypted Traffic Classification

CIC-IoT 2022

99.9Accuracy

21

DDoS Attack Classification

CIC-IoT 2023

1ICMP Score

20

Few-Shot Class Incremental Learning

CIC-IoT 2023

30.71PD

16

Anomaly Detection

CIC-IoT2023

86.68AUC

10

Adversarial Robustness

CIC-IoT 2023 (test)

99.55Classification Accuracy

6

Popular tasks

Anomaly Detection Few-Shot Class-Incremental Learning Adversarial Robustness Encrypted Traffic Classification Network Intrusion Detection

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