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Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study.
Yanzhong He
Guancheng Lin
Xiaoxue Ma
Jacky Wai Keung
Cheng Tan
Wenhua Hu
Fuyang Li
Published in:
Internetware (2024)
Keyphrases
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loss function
deep learning
pairwise
loss minimization
unsupervised learning
support vector
machine learning
risk minimization
convex loss functions
object detection
mental models
weakly supervised
reproducing kernel hilbert space
supervised learning
dimensionality reduction