Can Adversarial Weight Perturbations Inject Neural Backdoors

Author:

Garg Siddhant1,Kumar Adarsh1,Goel Vibhor2,Liang Yingyu2

Affiliation:

1. Amazon Alexa, Manhattan Beach, CA, USA

2. University of Wisconsin-Madison, Madison, WI, USA

Funder

Office of the Vice Chancellor for Research and Graduate Education, University of Wisconsin-Madison

Publisher

ACM

Reference20 articles.

1. Moustafa Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani Srivastava and Kai-Wei Chang. 2018. Generating Natural Language Adversarial Examples. Moustafa Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani Srivastava and Kai-Wei Chang. 2018. Generating Natural Language Adversarial Examples.

2. Xinyun Chen Chang Liu Bo Li Kimberly Lu and Dawn Song. 2017. Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning. Xinyun Chen Chang Liu Bo Li Kimberly Lu and Dawn Song. 2017. Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning.

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4. DeepVenom: Persistent DNN Backdoors Exploiting Transient Weight Perturbations in Memories;2024 IEEE Symposium on Security and Privacy (SP);2024-05-19

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