Can I read Zero-Shot Vulnerability Repair with LLMs on EtoBox?
Zero-Shot Vulnerability Repair with LLMs by d.low is a document available to read on EtoBox.
What is Zero-Shot Vulnerability Repair with LLMs about?
The document examines using large language models for zero-shot vulnerability repair. It investigates challenges in designing prompts that encourage models to generate repaired insecure code. An experiment was conducted on commercially available models and an open-source model on synthetic, handcrafted, and real-world security bugs to test feasibility. The models could collectively repair synthetic and handcrafted bugs, but challenges remained in generating functionally correct fixes for real bugs.
- Author
- d.low
- Language
- EN