Analyze membership inference attacks (MIAs) that are prevalent in LLMs, their behavior as well as defensive responses.
Virtual SOC Environment
Build an environment that can monitor and detect cyber threats in real time. It is meant to be used as a teaching and learning tool in the CYB department.
Solving Combinatorial Optimization with QC
Explore how quantum computing can be applied to combinatorial optimization in a practical and meaningful way.
Prompt Injection Attacks in LLMs
Review and assess current prompt injection attacks and implement successful defense mechanisms.
Multi-Sensor Data Analysis and Visualization Toolkit
Deploy a flexible, extensible, and user-centered data analysis and visualization toolkit for the Department of Kinesiology, Nutrition, and Health (KNH).
Miami Auto-Advisor
Create an Auto Advising Bot to assist students with navigating the courses offered as well as degree and liberal education requirements.
Judging App
Build a production ready system to support judging at a variety of venues.
Indoor/Outdoor Localization and Mapping
Build a multimodal sensing and machine learning pipeline that leverages mmWave radar, alongside other sensing modalities, to achieve robust indoor–outdoor localization and mapping.
Gig Contractor Management System
Develop a proof of concept solution to automate the lifecycle of gig-based operations, scaling rapidly without increasing administrative overhead.
Gamified Interactive Exploration of Future Paths
Develop a short interactive game-based experience that guides prospective students through key locations within the McVey Data Science building while exploring major or minor interests.