SecureReqNet, a CNN trained on word2vec embeddings from CVE entries and issue trackers, classifies security-related issues with 96% accuracy on open-source data and 71.6% on industrial requirements.
https://blogs.cisco.com/security/the cisco secure development lifecycle an overview
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Learning to Identify Security-Related Issues Using Convolutional Neural Networks
SecureReqNet, a CNN trained on word2vec embeddings from CVE entries and issue trackers, classifies security-related issues with 96% accuracy on open-source data and 71.6% on industrial requirements.