The Center for Education and Research in Information Assurance and Security (CERIAS)

The Center for Education and Research in
Information Assurance and Security (CERIAS)
Center for Education and Research in Information Assurance and Security

Artificial Intelligence and Machine Learning

Artificial Intelligence and Machine Learning Projects

Active Learning using Loss Geometry

Principal Investigator: Rajiv Khanna

Advancing Low-Power Computer Vision at the Edge

Principal Investigator: Yung-Hsiang Lu

AI/Control for Intrusion Detection in Constrained Embedded Systems

Principal Investigator: Shaoshuai Mou

Artificial Infrastructures

Principal Investigator: Michael Salvo

Artificial Intelligence for Music

Principal Investigator: Yung-Hsiang Lu

Average Reward Reinforcement Learning

Principal Investigator: Vaneet Aggarwal

DARPA Project GNOME with USC

Principal Investigator: Bharat Bhargava

Data Preprocessing and ML Model Fairness

Principal Investigator: Romila Pradhan

Development of a Reliable Method for General Aviation Flight Phase Identification

Principal Investigator: John Mott

EAGER: SaTC-EDU: Cybersecurity Education in the Age of Artificial Intelligence: A Novel Proactive and Collaborative Learning Paradigm

Principal Investigator: Baijian Yang

Explainable AI: Foundations, Applications, Opportunities for Data Management Research

Principal Investigator: Romila Pradhan

FAI: Identifying, measuring, and mitigating fairness issues in AI

Principal Investigator: Chris Clifton

Generating Electricity Managed by Intelligent Nuclear Assets (GEMINA)

Principal Investigator: Lefteri Tsoukalas

Generating Interpretable Data-Based Explanations for Fairness Debugging

Principal Investigator: Romila Pradhan

Generating Interpretable Diagnostic Explanations for Black-box AI Systems

Principal Investigator: Romila Pradhan