AI-Driven Cybersecurity Threat Detection

Project scope
Categories
Security (cybersecurity and IT security) Information technology Software development Machine learning Artificial intelligenceSkills
algorithms applications of artificial intelligence machine learning algorithms cyber security cyber threat intelligence threat detection artificial intelligence researchIn 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.
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.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.
About the company
Lady Instructor is dedicated to fostering personal and professional development through mentorship, advocacy, and education. With a focus on overcoming workplace challenges, building confidence, and nurturing leadership skills, Lady Instructor helps individuals thrive in any environment. Whether you're seeking guidance, inspiration, or practical tools for success, this platform is here to empower your journey.
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