VulDetect: A novel technique for detecting software vulnerabilities using Language Models.
Marwan OmarStavros ShiaelesPublished in: CSR (2023)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- language modelling
- speech recognition
- document retrieval
- test collection
- query expansion
- retrieval model
- statistical language models
- information retrieval
- security vulnerabilities
- pseudo relevance feedback
- context sensitive
- language models for information retrieval
- query terms
- ad hoc information retrieval
- query specific
- smoothing methods
- okapi bm
- relevance model
- translation model
- vector space model
- term dependencies
- document length
- text retrieval
- machine learning
- retrieval effectiveness