Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval.
Jiexin WangXitong LuoLiuwen CaoHongkui HeHailin HuangJiayuan XieAdam JatowtYi CaiPublished in: CoRR (2024)
Keyphrases
- code generation
- language model
- language modeling
- code generator
- application development
- document retrieval
- modeling language
- software development
- artificial intelligence
- probabilistic model
- n gram
- speech recognition
- retrieval model
- query expansion
- information retrieval
- language modelling
- statistical language models
- model driven
- test collection
- software reuse
- rapid prototyping
- smoothing methods
- formal specification
- context sensitive
- machine learning
- document ranking
- language models for information retrieval
- pseudo relevance feedback
- automatically generated
- expert systems
- design patterns
- case study
- relevance model
- lightweight
- data driven
- open source
- high level