Concepedia

Phishing websites detection via CNN and multi-head self-attention on imbalanced datasets

Xi Xiao, Wentao Xiao, Dianyan Zhang, Bin Zhang, Guangwu Hu, Qing Li, Shu‐Tao Xia

Computers & Security · 2021 · 78 citations · 36 references

Concepts

ComputingComputer ScienceCybersecurityArtificial IntelligenceComputer VisionMachine LearningDisinformationMisinformation DetectionDeep Learning For Phishing DetectionImbalanced ClassificationImbalanced LearningMachine Learning For Phishing DetectionPhishing Dataset ConstructionPhishing DetectionPhishing Website Analysis

References

36

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

Computing, Computer Science, Data Science +12

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12

Convolutional Neural Networks for Sentence Classification

Yoon Kim · 2014 · 13.8K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Attention Is All You Need

Ashish Vaswani, Noam Shazeer, Niki Parmar et al. · 2025 · 6.6K citations · Full text

Computing, Computer Science, Computational Linguistics +14