Skip to content
#

nested-bigrams

Star

Here are 2 public repositories matching this topic...

Language: All
Filter by language
All 2 Java 1 Python 1

Pegayus / nested-bigrams

Star 5

A repository containing the source code, datasets, and ranked features for the Nested Bigrams method proposed in a paper published in ICDMW. This method is designed for authorship attribution in source code to address cybersecurity issues.

python data-science machine-learning random-forest feature-extraction cybersecurity neural-networks authorship-attribution information-gain source-code-analysis nested-bigrams correlation-ranking
  • Updated Jul 1, 2023
  • Python

tipaek / NestedBigramsResearch

Star 1

Code for "Detection of LLM-Generated Java Code Using Discretized Nested Bigrams" (arXiv:2502.15740). Achieves state-of-the-art performance in distinguishing human vs. LLM-written Java.

nlp machine-learning natural-language-processing bigrams feature-engineering discretization authorship-attribution binary-classification abstract-syntax-tree source-code-analysis nested-bigrams llm-generated-code code-stylometry
  • Updated May 15, 2025
  • Java

Improve this page

Add a description, image, and links to the nested-bigrams topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the nested-bigrams topic, visit your repo's landing page and select "manage topics."

Learn more