Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models.
Nafis Tanveer IslamMohammad Bahrami KarkevandiPeyman NajafiradPublished in: CoRR (2024)
Keyphrases
- language model
- reinforcement learning
- language modeling
- security vulnerabilities
- probabilistic model
- information retrieval
- retrieval model
- n gram
- speech recognition
- buffer overflow
- document retrieval
- query expansion
- information security
- statistical language models
- language modelling
- test collection
- query terms
- context sensitive
- pseudo relevance feedback
- translation model
- vector space model
- relevance model
- smoothing methods
- cross lingual
- machine learning
- ad hoc information retrieval
- language model for information retrieval
- tf idf
- term dependencies
- information extraction
- learning algorithm