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Honors Project for implementing and studying paper Vulnerability Extrapolation of C code using Machine Learning

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ITh4cker/Honors-2015

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Honors-2015

Modules

  • extractApi : given a c program extracts the api symbols for each function.

  • makeVectorMatrix : given the list of functions and corresponding api symbols converts them to a matrix with each row representing a function and each column an api symbol. the value 1/0 indicates presence/absence of that symbol in the function.

  • formSVD given the matrix of vectors performs singular value decomposition on the matrix.

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Honors Project for implementing and studying paper Vulnerability Extrapolation of C code using Machine Learning

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