28 citations
7 papers
Robustness of Presentation Attack Detection in Remote Identity Validation Scenarios
John J. Howard, Richard O. Plesh, Yevgeniy B. Sirotin +2
Presentation attack detection (PAD) subsystems are an important part of effective and user-friendly remote identity validation (RIV) systems. However, ensuring robust performance a…
A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights
Hakan T. Otal, Stephen V. Faraone, M. Abdullah Canbaz
Attention-Deficit/Hyperactivity Disorder (ADHD) is a challenging disorder to study due to its complex symptomatology and diverse contributing factors. To explore how we can gain de…
PADTHAI-MM: Principles-based Approach for Designing Trustworthy, Human-centered AI using MAST Methodology
Myke C. Cohen, Nayoung Kim, Yang Ba +7
Despite an extensive body of literature on trust in technology, designing trustworthy AI systems for high-stakes decision domains remains a significant challenge, further compounde…
Evaluating Proposed Fairness Models for Face Recognition Algorithms
John J. Howard, Eli J. Laird, Yevgeniy B. Sirotin +3
The development of face recognition algorithms by academic and commercial organizations is growing rapidly due to the onset of deep learning and the widespread availability of trai…
Multisource AI Scorecard Table for System Evaluation
Erik Blasch, James Sung, Tao Nguyen
The paper describes a Multisource AI Scorecard Table (MAST) that provides the developer and user of an artificial intelligence (AI)/machine learning (ML) system with a standard che…
Argus: Smartphone-enabled Human Cooperation via Multi-Agent Reinforcement Learning for Disaster Situational Awareness
Vidyasagar Sadhu, Gabriel Salles-Loustau, Dario Pompili +2
Argus exploits a Multi-Agent Reinforcement Learning (MARL) framework to create a 3D mapping of the disaster scene using agents present around the incident zone to facilitate the re…