Papers Source Code Authorship Attribution

“Source Code Authorship Attribution” 태그가 달린 논문 4편 · 필터 해제

I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution

2025-01-14 · Soohyeon Choi, Yong Kiam Tan, Mark Huasong Meng, Mohamed Ragab 외

Source code authorship attribution is important in software forensics, plagiarism detection, and protecting software patch integrity. Existing techniques often rely on supervised machine learning, which struggles with ge…

Adversarial Robustness Attribute Authorship Attribution Few-Shot Learning+1

AuthAttLyzer-V2: Unveiling Code Authorship Attribution using Enhanced Ensemble Learning Models & Generating Benchmark Dataset

2024-06-28 · Bhaskar Joshi, Sepideh HajiHossein Khani, Arash HabibiLashkari

Source Code Authorship Attribution (SCAA) is crucial for software classification because it provides insights into the origin and behavior of software. By accurately identifying the author or group behind a piece of code…

Authorship Attribution Ensemble Learning Malware Classification Source Code Authorship Attribution

RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation

2022-02-12 · Zhen Li, Guenevere, Chen, Chen Chen 외

Source code authorship attribution is an important problem often encountered in applications such as software forensics, bug fixing, and software quality analysis. Recent studies show that current source code authorship …

Authorship Attribution Bug fixing Data Augmentation Diversity+1

Language and Obfuscation Oblivious Source Code Authorship Attribution

2020-10-30 · IEEE Access 2020 10 · Sarim Zafar, Muhammad Usman Sarwar, SAEED SALEM, Muhammad Zubair Malik

Source Code Authorship Attribution can answer many interesting questions such as: Who wrote the malicious source code? Is the source code plagiarized, and does it infringe on copyright? Source Code Authorship Attributi…

Authorship Attribution Metric Learning Source Code Authorship Attribution