Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations

Yu-Xuan Zhang, Hua Meng, Xue-Mei Cao +3

Multi-Instance Learning (MIL) is a recent machine learning paradigm which is immensely useful in various real-life applications, like image analysis, video anomaly detection, text…