Welcome to InfoLab!

InfoLab is a research group pushing the boundaries of security and machine learning, with a particular focus on their applications in bioinformatics and biomedical discovery. We specialize in both developing and applying state-of-the-art computational tools to solve complex, real-world problems. We are part of the College of Computing and Informatics at Sungkyunkwan University (SKKU). Lab members lead cutting-edge research across a range of disciplines, including biomedical informatics, information security, and AI-powered analytics.

Our Projects

Securing Interpretable Deep Learning Systems

Comprehensive Evaluation of Adversarial Robustness in Deep Learning

Explainable Artificial Intelligence for Trustworthy and Transparent Decision-Making in Medical Applications

Behavioral Biometrics for Continuous and Adversarially Robust User Authentication on Smartphones

Multimodal, Explainable, and Adversarially-Robust Deep Learning for Alzheimer’s Disease Progression Detection

Explainable Dynamic Ensemble Learning with Late Fusion of Multimodal Data for Intelligent Decision Support

Explainable and Dynamic Ensemble Models for ICU Mortality and Length-of-Stay Prediction

Our funders