Code authorship attribution: Methods and challenges
Code authorship attribution is the process of identifying the author of a given code. With
increasing numbers of malware and advanced mutation techniques, the authors of malware …
increasing numbers of malware and advanced mutation techniques, the authors of malware …
Source code authorship identification using deep neural networks
Many open-source projects are developed by the community and have a common basis.
The more source code is open, the more the project is open to contributors. The possibility of …
The more source code is open, the more the project is open to contributors. The possibility of …
Discovering software developer's coding expertise through deep learning
The field of software development is growing rapidly and prevailing in every walk of life. The
role of software developers in such a challenging and complex activity is very much …
role of software developers in such a challenging and complex activity is very much …
Code stylometry vs formatting and minification
S Balla, M Gabbrielli, S Zacchiroli - PeerJ Computer Science, 2024 - peerj.com
The automatic identification of code authors based on their programming styles—known as
authorship attribution or code stylometry—has become possible in recent years thanks to …
authorship attribution or code stylometry—has become possible in recent years thanks to …
Dataset characteristics for reliable code authorship attribution
F Abazari, E Branca, N Ridley… - … on Dependable and …, 2021 - ieeexplore.ieee.org
Code authorship attribution aims to identify the author of software source code according to
the author's unique coding style characteristics. The lack of benchmark data in the field …
the author's unique coding style characteristics. The lack of benchmark data in the field …
Authorship Identification of Binary and Disassembled Codes Using NLP Methods
This article is part of a series aimed at determining the authorship of source codes.
Analyzing binary code is a crucial aspect of cybersecurity, software development, and …
Analyzing binary code is a crucial aspect of cybersecurity, software development, and …
Идентификация автора исходного кода методами машинного обучения
АВ Куртукова, АС Романов - Информатика и автоматизация, 2019 - mathnet.ru
Статья посвящена анализу проблемы определения автора исходного кода, которая
представляет интерес для исследователей в области информационной безопасности …
представляет интерес для исследователей в области информационной безопасности …
De-Anonymization of the Author of the Source Code Using Machine Learning Algorithms
A Kurtukova, A Romanov… - 2019 International Multi …, 2019 - ieeexplore.ieee.org
The authors of the article consider the relevant problem of determining the author of the
anonymous source code of program. The importance of these solutions for the field of …
anonymous source code of program. The importance of these solutions for the field of …
Воздействие корпоративных стандартов разработки на идентификацию автора исходного кода
АВ Куртукова, АС Романов, АА Соболев - Электронные средства и …, 2020 - elibrary.ru
Проанализировано воздействие корпоративных стандартов разработки программного
обеспечения на процесс идентификации автора исходного кода глубокой нейронной …
обеспечения на процесс идентификации автора исходного кода глубокой нейронной …
МЕТОДИКА ДЕАНОНИМИЗАЦИИ АВТОРА ИСХОДНОГО КОДА НА ОСНОВЕ МАШИНЫ ОПОРНЫХ ВЕКТОРОВ И АВТОМАТИЧЕСКОЙ ФИЛЬТРАЦИИ …
АВ Куртукова, АС Романов - … развития фундаментальных наук, 2019 - elibrary.ru
The importance of identifying the author of the source code is due to the growing number of
manifestations of cybercrime and plagiarism of the source codes of commercial products …
manifestations of cybercrime and plagiarism of the source codes of commercial products …