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cs.CR2021★ 9 cited
Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey
Shangwei Guo, Xu Zhang, Fei Yang +4
With the rapid demand of data and computational resources in deep learning systems, a growing number of algorithms to utilize collaborative machine learning techniques, for example…
cs.CR2021
Boosting the Capability of Intelligent Vulnerability Detection by Training in a Human-Learning Manner
Shihan Dou, Yueming Wu, Wenxuan Li +3
Due to its powerful automatic feature extraction, deep learning (DL) has been widely used in source code vulnerability detection. However, although it performs well on artificial d…