MEDIC: Remove Model Backdoors via Importance Driven Cloning

Author:

Xu Qiuling1,Tao Guanhong1,Honorio Jean1,Liu Yingqi1,An Shengwei1,Shen Guangyu1,Cheng Siyuan1,Zhang Xiangyu1

Affiliation:

1. Purdue University

Funder

NSF

ONR

Publisher

IEEE

Reference58 articles.

1. STRIP

2. Clean-Label Backdoor Attacks on Video Recognition Models

3. Backdoor attacks and countermeasures on deep learning: A comprehensive review;gao;ArXiv Preprint,2020

4. Bridging mode connectivity in loss landscapes and adversarial robustness;zhao;International Conference on Learning Representations,0

5. BadNets: Evaluating Backdooring Attacks on Deep Neural Networks

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1. OdScan: Backdoor Scanning for Object Detection Models;2024 IEEE Symposium on Security and Privacy (SP);2024-05-19

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