CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models.
Hossein HajipourKeno HasslerThorsten HolzLea SchönherrMario FritzPublished in: SaTML (2024)
Keyphrases
- black box
- language model
- security vulnerabilities
- white box
- language modeling
- n gram
- black boxes
- probabilistic model
- language modelling
- document retrieval
- retrieval model
- information retrieval
- statistical language models
- query expansion
- integration testing
- test collection
- language models for information retrieval
- test cases
- intrusion detection
- unit testing
- security properties
- smoothing methods
- source code
- sql injection
- relevance model
- dos attacks
- document ranking
- data sets
- software development
- white box testing