This approach implements bit flip attack on Binary Neural Networks (BNN) by flipping vulnerable weight bits. If having any problems with rendering the source code file please use https://nbviewer.org/ website as following: https://nbviewer.org/github/isnadnr/OGE/blob/main/OGE.ipynb
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This repo is related to the paper "Bit-by-Bit: Investigating the Vulnerabilities of Binary Neural Networks to Adversarial Bit Flipping" accepted in the Transactions on Machine Learning Research in 2024.
isnadnr/OGE
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This repo is related to the paper "Bit-by-Bit: Investigating the Vulnerabilities of Binary Neural Networks to Adversarial Bit Flipping" accepted in the Transactions on Machine Learning Research in 2024.
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