Vulnerability Analysis: Create a code-scanning tool using LLMs to identify security vulnerabilities
Create an advanced AI-powered solution that vulnerability analysis: create a code-scanning tool using llms to identify security vulnerabilities. This challenge pushes the boundaries of what's possible with modern AI technologies, requiring innovative approaches and thoughtful implementation.
What you are building
Create an advanced AI-powered solution that vulnerability analysis: create a code-scanning tool using llms to identify security vulnerabilities. This challenge pushes the boundaries of what's possible with modern AI technologies, requiring innovative approaches and thoughtful implementation.
Datasets
Public datasets, plus the private datasets you have access to.
Learning goals
Understand common software vulnerabilities and their exploitation.
Build a basic code scanner using regular expressions.
Develop an LLM-based model to identify vulnerability patterns.
Implement a code scanning tool integrating the LLM model.
Create a user interface for the code scanning tool.
Challenge setup
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Shows the first task, up to three tools, and up to three evidence items.
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