Few-Shot Learning-Based Network Intrusion Detection through an Enhanced Parallelized Triplet Network

<div>Visualization of valuable sample distribution. (a) Normal samples on the CICIDS-2017. (b) Abnormal samples on the CICIDS-2017. (c) Normal samples on the UNSW-NB15. (d) Abnormal samples on the UNSW-NB15.</div>

Security and Communication Networks

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Figure 6

Figure 6: Few-Shot Learning-Based Network Intrusion Detection through an Enhanced Parallelized Triplet Network 