AI-Driven Cybersecurity Threat Detection

Open
Vloe
Laval, Québec, Canada
President
(15)
5
Project
Academic experience
120 hours per student
Student
Anywhere
Intermediate level

Project scope

Categories
Security (cybersecurity and IT security) Information technology Software development Machine learning Artificial intelligence
Skills
algorithms applications of artificial intelligence machine learning algorithms cyber security cyber threat intelligence threat detection artificial intelligence research
Details

In today's digital landscape, cybersecurity threats are becoming increasingly sophisticated, posing significant challenges to organizations worldwide. Vloe is seeking to enhance its cybersecurity measures by integrating artificial intelligence to detect and mitigate potential threats more effectively. The project aims to develop a prototype AI model that can analyze network traffic data and identify anomalies indicative of cyber threats. Learners will apply their knowledge of machine learning algorithms and cybersecurity principles to create a solution that can adapt to evolving threats. The project will involve researching existing AI models used in cybersecurity, selecting appropriate algorithms, and training the model using sample datasets. The ultimate goal is to provide Vloe with a proof-of-concept tool that demonstrates the potential of AI in strengthening cybersecurity defenses.

Deliverables

The deliverables for this project include a comprehensive report detailing the research findings on AI applications in cybersecurity, a trained AI model capable of detecting network anomalies, and a presentation showcasing the model's functionality and potential impact. Additionally, learners will provide documentation on the model's development process and recommendations for future improvements.

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.

About the company

Company
Laval, Québec, Canada
2 - 10 employees
Marketing & advertising, Consumer goods & services, Sales, Transport, trucking & railroad
Representation
Women-Owned Small Business

Advertising agency specializing in Google Ads, Meta Ads, Newsletters, Shopify stores and website management.

This project is for Vloe's client.