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Vulnerability Detection

Developed by Zaib
A CodeBERT fine-tuned model for detecting insecure code
Text Classification
Transformers
#Code Security Analysis#Vulnerability Identification#CodeBERT Fine-tuning
Downloads 29
Release Time : 7/16/2022

Model Overview

This model is a fine-tuned version based on the CodeBERT architecture, specifically designed to detect security vulnerabilities and unsafe coding practices in code.

Model Features

Code Security Analysis
Capable of identifying potential security vulnerabilities and unsafe coding practices in code
Based on CodeBERT
Leverages the powerful code understanding capabilities of CodeBERT through fine-tuning
Efficient Detection
Achieved a loss value of 0.5778 on the evaluation dataset

Model Capabilities

Code vulnerability detection
Insecure code identification
Static code analysis

Use Cases

Code Security Review
Vulnerability detection during development
Automatically detects security vulnerabilities in code during development
Helps developers identify security issues early
Code review assistance
Marks potential security issues as part of code review tools
Improves code review efficiency
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