Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting

Zhixin Liu, Xuanlin Liu, Sihan Xu +3

Existing backdoor attacks on multivariate time series (MTS) forecasting enforce strict temporal and dimensional coupling between triggers and target patterns, requiring synchronous…