Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos

Adversarial robustness assessment for video recognition models has raised concerns owing to their wide applications on safety-critical tasks. Compared with images, videos have much high dimension, which brings huge computational costs when generating adversarial videos. This is especially serious fo...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 9 vom: 29. Sept., Seite 10898-10912
1. Verfasser: Wei, Xingxing (VerfasserIn)
Weitere Verfasser: Wang, Songping, Yan, Huanqian
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article