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Let's train a neural network to take source code in an arbitrary language as input, and produce a call graph as output. What could go wrong?
by teraflop 4y ago
Let's train a neural network to take source code in an arbitrary language as input, and produce a call graph as output. What could go wrong?
- tgv 4y agoAnd then clamp the output to generate vulnerabilities? Could be worth a shot.
- klysm 4y agoSide-note: how do you make a nn output a graph topology? I'm having a hard time imagining how to make a matrix represent that.
- haneefmubarak 4y agoGraph Neural Networks! https://distill.pub/2021/gnn-intro/ https://distill.pub/2021/gnn-intro/ In a nutshell, you perform NN operations on the nodes and edges of the graph and then send updates across the graph