Importance

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Abstract

An adaptive meta-attack system for target trackers under autonomous driving scenarios including an initialization module, a meta-training iteration module, a meta-testing module, a perturbation generator, and an inference module. The initialization module includes a model initialization sub-module and a parameter initialization sub-module. The meta-training iteration module includes a video input sub-module, a training-validation model division sub-module, and a meta-training sub-module. The meta-testing module includes a performance validation and evaluation sub-module and a parameter output sub-module. An adaptive meta-attack method for a target tracker under autonomous driving scenarios applied in the adaptive meta-attack system is further provided.

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