Lifelong Continual Learning for Anomaly Detection: Challenges, Perspectives, and Insights

Lifelong learning can provide significant advantages for anomaly detection models by enabling simultaneous adaptation and knowledge retention, leading to more robust and comprehensive models that can effectively handle dynamic environments.