Abstract: Detecting front-end JavaScript libraries in web applications is essential for website profiling, vulnerability detection, and dependency management. However, bundlers like Webpack transpile ...

Graph representations of source code — abstract syntax tree (AST), control-flow graph (CFG), data-flow graphs, etc. — are now commonly employed by machine learning researchers for code research. In ...

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Over the past few years the artificial intelligence community has shown an increasing interest in deep learning research on graph-structured data. Many neural network models on graphs — or graph ...

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