CWE-specific natural language instructions with contrastive chain-of-thought prompts let LLMs beat default static analyzers on partial-code vulnerability detection for four CWEs.
Deep learning based vulnerability detection: Are we there yet?
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Can LLM Prompting Serve as a Proxy for Static Analysis in Vulnerability Detection
CWE-specific natural language instructions with contrastive chain-of-thought prompts let LLMs beat default static analyzers on partial-code vulnerability detection for four CWEs.