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Nikita Smolin

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Backdoor Pony

Evaluating backdoor attacks and defenses in different domains

Outsourced training and crowdsourced datasets lead to a new threat for deep learning models: the backdoor attack. In this attack, the adversary inserts a secret functionality in a model, activated through malicious inputs. Backdoor attacks represent an active research area due to ...