Causative Insights into Open Source Software Security using Large Language Code Embeddings and Semantic Vulnerability Graph.
Nafis Tanveer IslamGonzalo De La Torre ParraDylan ManuelMurtuza JadliwalaPeyman NajafiradPublished in: CoRR (2024)
Keyphrases
- open source
- source code
- natural language
- graph model
- semantically equivalent
- open source software
- conceptual graphs
- semantic representations
- graph theory
- semantic representation
- scripting language
- graph representation
- vector space
- language learning
- linguistic analysis
- directed graph
- binary codes
- graph matching
- semantic network
- graph structure
- context dependent
- directed acyclic graph
- java platform
- weighted graph
- semantic structure
- programs written
- bipartite graph
- case study
- programming language
- low dimensional
- rewriting rules
- random walk
- semantic web
- relational structures
- semantic information
- semantic knowledge
- graph mining
- high dimensional data
- structured data
- java virtual machine
- semantic similarity
- modeling language
- linux kernel
- object oriented
- high level