Source Code Stylometry

Source Code Stylometry is a computational forensic method that identifies the unique stylistic patterns in software source code to attribute authorship or linkage among malware samples based on coding habits and syntactic choices distinct from functional or structural requirements.

Publications

1.4K

Citations

105

Authors

Institutions

Publications per year

2017–2026

Parents

Malware Attribution

Publications

De-anonymizing programmers via code stylometry

Aylin Caliskan-Islam, Richard Harang, Andy Liu et al. · USENIX Security Symposium · 2015 · 157 citations

Computing, Computer Science, Computational Linguistics +15

A large-scale empirical study on the lifecycle of code smell co-occurrences

Fabio Palomba, Gabriele Bavota, Massimiliano Di Penta et al. · Information and Software Technology · 2018 · 116 citations

Computing, Computer Science, Information Technology +10

When Coding Style Survives Compilation: De-anonymizing Programmers from Executable Binaries

Aylin Caliskan, Fabian Yamaguchi, Edwin Dauber et al. · 2018 · 109 citations · Full text

Computing, Computer Science, Compilers +13

A large empirical assessment of the role of data balancing in machine-learning-based code smell detection

Fabiano Pecorelli, Dario Di Nucci, Coen De Roover et al. · Journal of Systems and Software · 2020 · 104 citations · Full text

Computing, Computer Engineering, Computer Science +14

Extraction of Java program fingerprints for software authorship identification

Haibiao Ding, Mansur H. Samadzadeh · Journal of Systems and Software · 2003 · 76 citations

Computing, Computer Engineering, Computer Science +13

1–5 of 34

Authors

105

RH
Richard Harang
DEVCOM Army Research Laboratory, United States
3 publications · 305 citations
3
h-index
RG
Rachel Greenstadt
Drexel University, United States
3 publications · 305 citations
3
h-index
SL
Shlomi Linoy
University of New Brunswick, Canada
2 publications · 46 citations
2
h-index
AD
Andrea De Lucia
University of Salerno, Italy
2 publications · 220 citations
2
h-index
SJ
Shouling Ji
Zhejiang University, China
2 publications · 42 citations
2
h-index

1–5 of 105

Institutions

1–8 of 62

Venues

Journal of Systems and Software
JSS · 5 publications · 304 citations
5
h-index
IEEE Transactions on Information Forensics and Security
2 publications · 38 citations
2
h-index
Arabian Journal for Science and Engineering
1 publications · 36 citations
1
h-index
cIRcle (University of British Columbia)
Repository · 1 publications · 13 citations
1
h-index
International Journal of Network Management
1 publications · 26 citations
1
h-index

1–5