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Adversary Aware Continual Learning

Continual learning approaches are useful to help a model learn new information or new tasks sequentially, while also retaining the previously acquired information. However, such approaches are known to be extremely vulnerable to the adversarial backdoor attacks, where an intelligent adversary can in...

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Detalles Bibliográficos
Principais autores: Muhammad Umer, Robi Polikar
Formato: Artigo
Idioma:Inglês
Publicado: IEEE 2024-01-01
Series:IEEE Access
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Acceso en liña:https://ieeexplore.ieee.org/document/10666674/
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