Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection

HyunGi Kim, Jisoo Mok, Dongjun Lee +3

Utilizing the complex inter-variable causal relationships within multivariate time-series provides a promising avenue toward more robust and reliable multivariate time-series anoma…