Tinghui Ouyang

A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance

2023 · arXiv (Cornell University)

Data outside the problem domain poses significant threats to the security of AI-based intelligent systems. Aiming to investigate the data domain and out-of-distribution (OOD) data in AI quality management (AIQM) study, this paper proposes to …