1. Guest Editorial: Machine learning applied to quality and security in software systems.
- Author
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Gao, Honghao, Hussain, Walayat, Durán Barroso, Ramón J., Arshad, Junaid, and Yin, Yuyu
- Subjects
COMPUTER software quality control ,MACHINE learning ,SECURITY systems - Abstract
Second, to obtain semantics-enhanced code representation, the authors propose a cross-attention-based line label fusion method to perform complementary feature enhancement. In the second paper entitled "Just-In-Time Defect Prediction Enhanced by the Joint Method of Line Label Fusion and File Filtering" by Zhang et al., the authors propose a Just-in-Time defect prediction model enhanced by the joint method of line label Fusion and file Filtering (JIT-FF). In the first paper entitled "Robust Malware Identification via Deep Temporal Convolutional Network with Symmetric Cross Entropy Learning" by Sun et al., the authors propose a robust Malware identification method using the temporal convolutional network (TCN). [Extracted from the article]
- Published
- 2023
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