iSchool Capstone

CyberDawgs: Uplifting Security Programs Through AI

Project tags:

data science & visualization

information assurance & cybersecurity

mobile or web development

Cybersecurity attacks are becoming increasingly complex, making it challenging for many Cybersecurity professionals to identify and respond to threats in a timely manner. Our sponsor, KPMG, aims to develop new cybersecurity tools that use machine learning (ML) and artificial intelligence (AI) to identify more risks and facilitate better risk-based decisions. CyberDawgs is an ML-based dashboard that helps identify suspicious user activity at scale by analyzing login patterns targeted by attackers across multiple features and entities. By analyzing large volumes of data quickly and providing real-time insights, CyberDawgs can enable cybersecurity professionals to respond to threats more effectively.

Project participants:

Bryan Bernardi


Darren Gunadharma


Aaron Liu


Brian Park


Jonathan Prasetyo