Weight Poisoning Attacks on Pre-trained Models

ACL, pp. 2793-2806, 2020.

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Abstract:

Recently, NLP has seen a surge in the usage of large pre-trained models. Users download weights of models pre-trained on large datasets, then fine-tune the weights on a task of their choice. This raises the question of whether downloading untrusted pre-trained weights can pose a security threat. In this paper, we show that it is possibl...More
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