Prompt Engineering and Agent Refinement for CVE Analysis

Closed
PatchIT
Canada
Admin
(15)
4
Project
Academic experience
60 hours per learner
Learner
Anywhere
Beginner level

Project scope

Categories
Data analysis Artificial intelligence Data science
Skills
cyber security vulnerability automation prompt engineering artificial intelligence
Details

PatchIT aims to enhance the performance of its AI agents in handling cybersecurity queries, particularly around CVE data. The project involves prompt engineering, testing, and refining the interaction logic of these AI agents to improve their accuracy and efficiency. Students will design effective instructions, test the agents' responses, and refine the logic to ensure better handling of CVE-related queries. The project offers a hands-on opportunity to apply classroom knowledge in AI and cybersecurity, focusing on real-world scenarios and data. The ultimate goal is to streamline the agents' responses and automate repetitive queries, thereby improving overall system performance.



- Understand CVE analysis and their current capabilities.


- Design and test various prompts for CVE queries.


- Refine the agents' response logic for better accuracy.


- Automate common analysis patterns for repetitive tasks.


- Document the process and provide recommendations for future improvements.

Deliverables

The project will result in a set of refined instructions and improved interaction logic for our AI agents, specifically for CVE analysis. Students will also create templates for automating repetitive queries and provide comprehensive documentation of their methodologies and findings.



- Refined instructions for CVE-related queries.


- Improved interaction logic for AI agents.


- Templates for automating repetitive queries.


- Detailed documentation and a final report with recommendations.

Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

Supported causes
Industry, innovation and infrastructure

About the company

Company
Canada
2 - 10 employees
It & computing

PatchIT - A Software Development Startup Part of Microsoft for Startups and NVIDIA Inception Program. Bringing order to chaos. At PatchIT, we don't just offer pre-made tools; we craft applications tailored to your unique specifications. Whether you envision an innovative tool or a specialized application, we're here to bring it to life. Entrust us with your dream, define your requirements, and let PatchIT make it a digital reality. Ready to turn your ideas into impactful solutions? Contact us today and let's begin the journey together. Check out our Flagship product: PatchLink, revolutionizing and modernizing cyber management with Generative AI Agents.