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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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Bibliografiske detaljer
Principais autores: Muhammad Umer, Robi Polikar
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2024-01-01
Serier:IEEE Access
Fag:
Online adgang:https://ieeexplore.ieee.org/document/10666674/
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