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VUDENC: Vulnerability Detection With Deep Learning On A Natural Codebase For Python by Tony Stark is a document available to read on EtoBox.
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The document presents Vudenc, a deep learning-based tool for automated vulnerability detection in Python code, which learns features from a large codebase to identify potentially vulnerable code fragments. Vudenc utilizes a word2vec model for semantic representation and long-short-term memory networks for classification, achieving high recall (78%-87%) and precision (82%-96%) in experimental evaluations. The approach outperforms many existing methods by providing fine-grained detection capabilities and requ
- Author
- Tony Stark
- Language
- EN