Papers by Ansh Arora
Here’s a Free Lunch: Sanitizing Backdoored Models with Model Merge (2024.findings-acl)
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| Challenge: | democratization of pre-trained language models brings significant security risks, including backdoor attacks. |
| Approach: | They propose to merge a backdoored model with other homogeneous models to remediate backdoor vulnerabilities. |
| Outcome: | The proposed model merging approach outperforms other models on classification tasks without additional resources or specific knowledge. |