Work

Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection

Year: 2024

Type: conference-paper

Abstract: Smart-LLaMA-DPO is an advanced smart contract vulnerability detection and explanation system built upon the LLaMA-3.1-8B model. The project addresses key challenges in smart contract security through a comprehensive approach combining Continual Pre-training, Supervised Fine-tuning, and Direct Preference Optimization (DPO).

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.14020763

Author: Anonymous

Language: English

Topic: Blockchain Technology Applications and Security

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W6949477220

FWCI:

Cites:

Cited by:

Related to: