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20212023
most citedA Few-Shot Meta-Learning based Siamese Neural Network using Entropy Features for Ransomware Classification

78 citations · 111 across the 6 of their papers we have counts for

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cs.LG2022★ 5 cited

Training a Bidirectional GAN-based One-Class Classifier for Network Intrusion Detection

Wen Xu, Julian Jang-Jaccard, Tong Liu +1

The network intrusion detection task is challenging because of the imbalanced and unlabeled nature of the dataset it operates on. Existing generative adversarial networks (GANs), a…

cs.LG2021★ 1 cited

Intrusion Detection using Spatial-Temporal features based on Riemannian Manifold

Amardeep Singh, Julian Jang-Jaccard

Network traffic data is a combination of different data bytes packets under different network protocols. These traffic packets have complex time-varying non-linear relationships. E…