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Question for the implementation of Neural cleanse(NC) #11

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mo666666 opened this issue Mar 31, 2023 · 2 comments
Closed

Question for the implementation of Neural cleanse(NC) #11

mo666666 opened this issue Mar 31, 2023 · 2 comments

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@mo666666
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On page 16 of the BackdoorBench NeurIPS2022 paper, I noticed that NC is introduced as a method that first detects the backdoored model and then mitigates it through pruning based on the searched trigger. However, for the code in this repo, I find that you perform unlearning instead of pruning. Is that a common operation for the implementation of NC?

@mdzhangst
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Yes unlearn is a common approach to backdoor triggers, and later articles have taken advantage of the idea of unlearn to solve problems

@mo666666
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Ok, thank you for your reply!

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