2 papers
cs.LG2025
From Black Box to Insight: Explainable AI for Extreme Event Preparedness
Kiana Vu, Ä°smet Selçuk Ãzer, Phung Lai +3
As climate change accelerates the frequency and severity of extreme events such as wildfires, the need for accurate, explainable, and actionable forecasting becomes increasingly ur…
cs.LG2024
XSub: Explanation-Driven Adversarial Attack against Blackbox Classifiers via Feature Substitution
Kiana Vu, Phung Lai, Truc Nguyen
Despite its significant benefits in enhancing the transparency and trustworthiness of artificial intelligence (AI) systems, explainable AI (XAI) has yet to reach its full potential…