Visible to the public Biblio

Filters: Author is Frankel, Sophia F.  [Clear All Filters]
2022-09-09
Frankel, Sophia F., Ghosh, Krishnendu.  2021.  Machine Learning Approaches for Authorship Attribution using Source Code Stylometry. 2021 IEEE International Conference on Big Data (Big Data). :3298—3304.
Identification of source code authorship is vital for attribution. In this work, a machine learning framework is described to identify source code authorship. The framework integrates the features extracted using natural language processing based approaches and abstract syntax tree of the code. We evaluate the methodology on Google Code Jam dataset. We present the performance measures of the logistic regression and deep learning on the dataset.