Omaxn reposted this
It's impossible to manually comb through the firehose of github repo's and identify all of the vulnerability exploit code. This is an example of a machine scale problem that is ripe for a model to perform classification. It's another example of using the right tool for the job. We recently re-trained this model and it's a significant improvement in performance. At Empirical Security, we are building a portfolio of models that all have very specific functions and use cases in vulnerability management. It's always about "right tool for the job". Link to the full post by Jay Jacobs in the comments.