Dataset Characteristics for Reliable Code Authorship Attribution
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2021.3138700
Abstract: 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, forced researchers to employ various resources that… read more here.
Keywords: authorship attribution; code authorship; attribution; dataset characteristics ... See more keywords
A Practical Black-Box Attack on Source Code Authorship Identification Classifiers
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2021.3080507
Abstract: Existing researches have recently shown that adversarial stylometry of source code can confuse source code authorship identification (SCAI) models, which may threaten the security of related applications such as programmer attribution, software forensics, etc. In… read more here.
Keywords: code authorship; code; source code; authorship identification ... See more keywords